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Hierarchy line: the saddle is a class tree; group experts for its internal nodes and a routed readout (trunk, branch, leaf pair)","link":"","note":"opened 2026-09-15 08:55 UTC","parents":["hierarchy"],"result":"hierarchy confirmed as geometry; explicit routed readout loses to the flat pairwise tournament (0.546 vs 0.584)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"H | H. Hierarchy line: the saddle is a class tree; group experts for its internal nodes and a routed readout (trunk, branch, leaf pair) | hierarchy confirmed as geometry; explicit routed readout loses to the flat pairwise tournament (0.546 vs 0.584) | opened 2026-09-15 08:55 UTC"}},{"first_score_seen":null,"group":"geometry","id":"AA","label":"AA. Cross-dataset phi activation map: SVHN and Fashion-MNIST versus CIFAR phi overlay","link":"","note":"maps: codonmap_crossphi_svhn, codonmap_crossphi_fashion, codonmap_crossphi_composite; pod stopped","parents":["hierarchy","A"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA | AA. Cross-dataset phi activation map: SVHN and Fashion-MNIST versus CIFAR phi overlay | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | maps: codonmap_crossphi_svhn, codonmap_crossphi_fashion, codonmap_crossphi_composite; pod stopped"}},{"first_score_seen":null,"group":"geometry","id":"AA01","label":"AA01 SVHN phi activation map (Astra)","link":"","note":"codonmap_crossphi_svhn: 19,000 points; 2k balanced SVHN images through frozen CIFAR RS0 codons + 27 phi transforms","parents":["AA"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA01 | AA01 SVHN phi activation map (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_svhn: 19,000 points; 2k balanced SVHN images through frozen CIFAR RS0 codons + 27 phi transforms"}},{"first_score_seen":null,"group":"geometry","id":"AA02","label":"AA02 Fashion-MNIST phi activation map (Astra)","link":"","note":"codonmap_crossphi_fashion: 17,810 points; 2k balanced Fashion-MNIST images through frozen CIFAR RS0 codons + 27 phi transforms","parents":["AA"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA02 | AA02 Fashion-MNIST phi activation map (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_fashion: 17,810 points; 2k balanced Fashion-MNIST images through frozen CIFAR RS0 codons + 27 phi transforms"}}]},{"counts":{"gain":1,"note":2,"null":10,"planned":2,"record":14,"running":1},"id":"readouts","label":"Readouts & polarity","latest":[{"first_score_seen":null,"group":"readouts","id":"V4","label":"V4 lean relational grammar (diff, disp, corr, prod) all-class E16 bank (pod lane)","link":"","note":"Claude update 01:37 UTC: diff/disp/corr/prod only, all-class E8; last pairs landing, readout expected shortly.","parents":["V"],"result":"running: lean grammar all-class E8, 37/45 pairs done; readout pending","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V4 | V4 lean relational grammar (diff, disp, corr, prod) all-class E16 bank (pod lane) | running: lean grammar all-class E8, 37/45 pairs done; readout pending | Claude update 01:37 UTC: diff/disp/corr/prod only, all-class E8; last pairs landing, readout expected shortly."}},{"first_score_seen":0.5961,"group":"readouts","id":"I01","label":"I01 RS1 over the contrast bank, seed 20260911 (claude)","link":"","note":"RS1 contrast seed 20260911; codon map rs1_contrast_s20260911 uploaded","parents":["I"],"result":"RS1-contrast 0.5961; fused with tournament 0.6023 test (val 0.6063); +12k genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"I01 | I01 RS1 over the contrast bank, seed 20260911 (claude) | RS1-contrast 0.5961; fused with tournament 0.6023 test (val 0.6063); +12k genes | RS1 contrast seed 20260911; codon map rs1_contrast_s20260911 uploaded"}},{"first_score_seen":0.5949,"group":"readouts","id":"I02","label":"I02 RS1 over the contrast bank, seed 20260912 (claude)","link":"","note":"TEST RESULT I02 (RS1 over the contrast bank, seed 20260912, pod ..18 GPU 0, 1060 s): rs2 test 0.5949 (val 0.6062); tournament_45 test 0.5964 (val 0.6003); rs1contrast+tournament test 0.6006 (val 0.6047); rs1contrast+tournament+record test 0.5929 (val 0.6009); rs0+rs2 test 0.5834 (val 0.5919); record+rs2 test 0.5762 (val 0.5865). Record: RS1 0.5025, fused 0.5339.","parents":["I"],"result":"seed 2: RS1-contrast 0.5949; fused with tournament 0.6006 test (val 0.6047); seeds agree","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"I02 | I02 RS1 over the contrast bank, seed 20260912 (claude) | seed 2: RS1-contrast 0.5949; fused with tournament 0.6006 test (val 0.6047); seeds agree | TEST RESULT I02 (RS1 over the contrast bank, seed 20260912, pod ..18 GPU 0, 1060 s): rs2 test 0.5949 (val 0.6062); tournament_45 test 0.5964 (val 0.6003); rs1contrast+tournament test 0.6006 (val 0.6047); rs1contrast+tournament+record test 0.5929 (val 0.6009); rs0+rs2 test 0.5834 (val 0.5919); record+rs2 test 0.5762 (val 0.5865). Record: RS1 0.5025, fused 0.5339."}},{"first_score_seen":0.5915,"group":"readouts","id":"T","label":"T. Composer over the all-class bank: RS1 (record recipe) over the S01 votes vs over the pair-only E8 votes, same 45+6 channels; the test of the shared-language claim","link":"","note":"T01 S01 bank seed 1, T03 seed 2, T02 pair-only E8 bank; pod ..18, 2026-09-15 19:42 UTC","parents":["S01","I01"],"result":"composer over the all-class bank: 0.5915/0.5881 alone, 0.5969/0.5959 + tournament (two seeds) vs pair-only control 0.5817/0.5917; ~140k genes matches the 257k E16 line","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T | T. Composer over the all-class bank: RS1 (record recipe) over the S01 votes vs over the pair-only E8 votes, same 45+6 channels; the test of the shared-language claim | composer over the all-class bank: 0.5915/0.5881 alone, 0.5969/0.5959 + tournament (two seeds) vs pair-only control 0.5817/0.5917; ~140k genes matches the 257k E16 line | T01 S01 bank seed 1, T03 seed 2, T02 pair-only E8 bank; pod ..18, 2026-09-15 19:42 UTC"}},{"first_score_seen":0.5915,"group":"readouts","id":"T01","label":"T01 RS1 composer over the S01 all-class bank (45 pairs + 6 groups), seed 1, pod ..18 GPU 0 (claude)","link":"","note":"TEST RESULT T01: rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val 0.5898); record+rs2 TEST 0.5743 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 all-class bank (4","parents":["T"],"result":"rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T01 | T01 RS1 composer over the S01 all-class bank (45 pairs + 6 groups), seed 1, pod ..18 GPU 0 (claude) | rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val  | TEST RESULT T01: rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val 0.5898); record+rs2 TEST 0.5743 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 all-class bank (4"}},{"first_score_seen":0.5881,"group":"readouts","id":"T03","label":"T03 RS1 composer over the S01 bank, seed 2, pod ..18 GPU 2 (claude)","link":"","note":"TEST RESULT T03: rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val 0.5908); record+rs2 TEST 0.5732 (val 0.5848). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 bank, seed 2, pod","parents":["T"],"result":"rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T03 | T03 RS1 composer over the S01 bank, seed 2, pod ..18 GPU 2 (claude) | rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val  | TEST RESULT T03: rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val 0.5908); record+rs2 TEST 0.5732 (val 0.5848). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 bank, seed 2, pod"}},{"first_score_seen":0.5972,"group":"readouts","id":"T04","label":"T04 composer over the S01 bank with a wider top layer, E16 experts per class (claude)","link":"","note":"TEST RESULT T04: rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val 0.5959); record+rs2 TEST 0.5773 (val 0.5898). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, E16 top layer, ","parents":["T01"],"result":"rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T04 | T04 composer over the S01 bank with a wider top layer, E16 experts per class (claude) | rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val  | TEST RESULT T04: rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val 0.5959); record+rs2 TEST 0.5773 (val 0.5898). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, E16 top layer, "}},{"first_score_seen":0.5918,"group":"readouts","id":"T05","label":"T05 composer over the S01 bank with K=18 codons per expert (claude)","link":"","note":"TEST RESULT T05: rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val 0.5938); record+rs2 TEST 0.5742 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, K=18 codons per","parents":["T01"],"result":"rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T05 | T05 composer over the S01 bank with K=18 codons per expert (claude) | rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val  | TEST RESULT T05: rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val 0.5938); record+rs2 TEST 0.5742 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, K=18 codons per"}}]},{"counts":{"gain":4,"null":82,"running":1},"id":"activation","label":"Activation functions","latest":[{"first_score_seen":null,"group":"activation","id":"PN","label":"PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued","link":"","note":"2-GPU pod s4stvf, 2026-09-17 02:15 UTC","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"PN | PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued | 2-GPU pod s4stvf, 2026-09-17 02:15 UTC"}},{"first_score_seen":0.2247,"group":"activation","id":"lifts","label":"Post-activation lifts: a^2, |a|, composites |ai-aj|","link":"","note":"Square is the one transform that reorganised the codon map. On the record the lifts add nothing after the fact (+0.65 inside noise).","parents":["polarity_unlab"],"result":"row 100: 0.2247 -> 0.3433 (raw+square+composite)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-14","visual":{"node_color_status":"gain","visible_text":"lifts | Post-activation lifts: a^2, |a|, composites |ai-aj| | row 100: 0.2247 -> 0.3433 (raw+square+composite) | Square is the one transform that reorganised the codon map. On the record the lifts add nothing after the fact (+0.65 inside noise)."}},{"first_score_seen":0.5457,"group":"activation","id":"A2","label":"A2. Activation substrate, wave 2: shapes that look across the grid (normalisation, local contrast, derivatives, spatial competition, ranks, geometry) instead of one cell","link":"","note":"Most A2 activations were null; the late spatial concat/control arms gave small fused gains, not standalone RS1 records.","parents":["A","hierarchy"],"result":"A2 closed: late best A2-26 fused 0.5457; A2-25 fused 0.5407 vs record 0.5339","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"A2 | A2. Activation substrate, wave 2: shapes that look across the grid (normalisation, local contrast, derivatives, spatial competition, ranks, geometry) instead of one cell | A2 closed: late best A2-26 fused 0.5457; A2-25 fused 0.5407 vs record 0.5339 | Most A2 activations were null; the late spatial concat/control arms gave small fused gains, not standalone RS1 records."}},{"first_score_seen":0.5407,"group":"activation","id":"A2-25","label":"A2-25 spatrank,id (claude): spatial rank beside the control","link":"","note":"spatrank,id spatial-rank-plus-control substrate; landed after stale running state.","parents":["A2"],"result":"TEST fused 0.5407 vs record 0.5339; RS1 0.5094","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"A2-25 | A2-25 spatrank,id (claude): spatial rank beside the control | TEST fused 0.5407 vs record 0.5339; RS1 0.5094 | spatrank,id spatial-rank-plus-control substrate; landed after stale running state."}},{"first_score_seen":0.5457,"group":"activation","id":"A2-26","label":"A2-26 gridz,locontrast,gradmag (claude): three spatial shapes side by side","link":"","note":"gridz,locontrast,gradmag three-shape spatial substrate; landed after stale running state.","parents":["A2"],"result":"TEST fused 0.5457 vs record 0.5339; RS1 0.4909","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"A2-26 | A2-26 gridz,locontrast,gradmag (claude): three spatial shapes side by side | TEST fused 0.5457 vs record 0.5339; RS1 0.4909 | gridz,locontrast,gradmag three-shape spatial substrate; landed after stale running state."}},{"first_score_seen":0.5365,"group":"activation","id":"A","label":"A. Activation substrate: S0 from phi(a), 13 shapes + concat","link":"","note":"complete 2026-09-15 01:10 UTC; per-shape nodes A01-A31; codon maps phi_sub_* and phi_overlay on the site","parents":["lifts","record"],"result":"31 of 31 run: no substrate beats the record (best fused 0.5365 neg); sign-dropping shapes cost RS1 1-9 pts","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A | A. Activation substrate: S0 from phi(a), 13 shapes + concat | 31 of 31 run: no substrate beats the record (best fused 0.5365 neg); sign-dropping shapes cost RS1 1-9 pts | complete 2026-09-15 01:10 UTC; per-shape nodes A01-A31; codon maps phi_sub_* and phi_overlay on the site"}},{"first_score_seen":0.5022,"group":"activation","id":"A01","label":"A01 id (claude)","link":"","note":"TEST RESULT A01 phi=id (pod p18 GPU 0, claude_phi_substrate.py, 1102 s): RS1 over phi(S0) test 0.5022 (val 0.5059), RS0+RS1 fused 0.5342 (val 0.5436). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.5022, fused 0.5342","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A01 | A01 id (claude) | RS1 0.5022, fused 0.5342 | TEST RESULT A01 phi=id (pod p18 GPU 0, claude_phi_substrate.py, 1102 s): RS1 over phi(S0) test 0.5022 (val 0.5059), RS0+RS1 fused 0.5342 (val 0.5436). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4591,"group":"activation","id":"A02","label":"A02 sq (claude)","link":"","note":"TEST RESULT A02 phi=sq (pod p18 GPU 1, claude_phi_substrate.py, 1083 s): RS1 over phi(S0) test 0.4591 (val 0.4700), RS0+RS1 fused 0.5263 (val 0.5364). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4591, fused 0.5263","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A02 | A02 sq (claude) | RS1 0.4591, fused 0.5263 | TEST RESULT A02 phi=sq (pod p18 GPU 1, claude_phi_substrate.py, 1083 s): RS1 over phi(S0) test 0.4591 (val 0.4700), RS0+RS1 fused 0.5263 (val 0.5364). Record: RS1 0.5025, fused 0.5339. No gain."}}]},{"counts":{"gain":1,"note":2,"null":3},"id":"controls","label":"Controls","latest":[{"first_score_seen":0.606,"group":"controls","id":"P1","label":"Dedupe T08 all-class E16 bank/composer","link":"","note":"Payton accepted this as good parameter cleanup: composer dedupe removed 241/1440 codons (~17%) with only -0.06 points on T08 composer+tournament. Pair-bank dedupe kept 6480/6480. Treat as compression gain, not accuracy lever.","parents":[],"result":"param clean: 0.6060 -> 0.6054 while composer codons 1440->1199","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-16","visual":{"node_color_status":"gain","visible_text":"P1 | Dedupe T08 all-class E16 bank/composer | param clean: 0.6060 -> 0.6054 while composer codons 1440->1199 | Payton accepted this as good parameter cleanup: composer dedupe removed 241/1440 codons (~17%) with only -0.06 points on T08 composer+tournament. Pair-bank dedupe kept 6480/6480. Treat as compression gain, not accuracy lever."}},{"first_score_seen":null,"group":"controls","id":"F","label":"F. Controls: random RS1 over best substrate, random S1 (Astra)","link":"","note":"","parents":["A","C"],"result":"not run: controls for lines that were not run; Astra's lane","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"F | F. Controls: random RS1 over best substrate, random S1 (Astra) | not run: controls for lines that were not run; Astra's lane"}},{"first_score_seen":null,"group":"controls","id":"F01","label":"F01 F controls (astra)","link":"","note":"mandatory floor: if random experts over the best phi substrate approach the searched bank, the search objective is not adding value | harness /workspace/astra_random_floor.py","parents":["F"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"F01 | F01 F controls (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | mandatory floor: if random experts over the best phi substrate approach the searched bank, the search objective is not adding value | harness /workspace/astra_random_floor.py"}},{"first_score_seen":null,"group":"controls","id":"F02","label":"F02 F controls (astra)","link":"","note":"mandatory floor for compressed S1: RS2 over random S1 must be below the searched/compressed S1 or the compression is not meaningful | harness /workspace/astra_random_floor.py","parents":["F"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"F02 | F02 F controls (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | mandatory floor for compressed S1: RS2 over random S1 must be below the searched/compressed S1 or the compression is not meaningful | harness /workspace/astra_random_floor.py"}},{"first_score_seen":0.2836,"group":"controls","id":"random_floor","label":"Random-genome bank floors","link":"","note":"Every label-free number is quoted against these from here on.","parents":["lifts"],"result":"pixels 0.2836 / 0.3222 lifted; grid over S0 0.418 / 0.459","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-14","visual":{"node_color_status":"note","visible_text":"random_floor | Random-genome bank floors | pixels 0.2836 / 0.3222 lifted; grid over S0 0.418 / 0.459 | Every label-free number is quoted against these from here on."}},{"first_score_seen":0.4744,"group":"controls","id":"AE","label":"AE. OOD vocabulary test (Payton's bet: outside codons hit 40% on CIFAR): relational pair banks evolved on MNIST, KMNIST, Fashion-MNIST, SVHN (Z31 fitness, E4, all 45 pairs each), then a frozen-vocabulary CIFAR readout: per CIFAR pair the best fit-AUC codons picked from the pool, median vote, tournament. Arm A outside pool only; arm B outside + CIFAR Z02 codons; control CIFAR Z02 codons under the same picking rule","link":"","note":"transfer real, ballot-level diversity null; SVHN pending; evolve-with-outside-primitives proposed","parents":["Z02"],"result":"outside vocab 0.4744 (4 sets) vs RANDOM codons 0.4548 vs CIFAR codons 0.5394, same readout: the grammar transfers, outside evolution adds ~1 pt, in-domain adds 8","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-16","visual":{"node_color_status":"note","visible_text":"AE | AE. OOD vocabulary test (Payton's bet: outside codons hit 40% on CIFAR): relational pair banks evolved on MNIST, KMNIST, Fashion-MNIST, SVHN (Z31 fitness, E4, all 45 pairs each), then a frozen-vocabulary CIFAR readout: per CIFAR pair the best fit-AUC codons picked from the pool, median vote, tournament. Arm A outside pool only; arm B outside + CIFAR Z02 codons; control CIFAR Z02 codons under the same picking rule | outside vocab 0.4744 (4 sets) vs RANDOM codons 0.4548 vs CIFAR codons 0.5394, same readout: the grammar transfers, outside evolution adds ~1 pt, in-domain adds 8 | transfer real, ballot-level diversity null; SVHN pending; evolve-with-outside-primitives proposed"}}]},{"counts":{"gain":9,"note":14,"null":78,"planned":1,"record":8,"running":5},"id":"rs1","label":"RS1: composition","latest":[{"first_score_seen":null,"group":"rs1","id":"AF01","label":"4x E2 RS0 seeds -> RS1","link":"","note":"Active pod has E2 microbank seed builds in progress; AF01 reads 4xE2 -> RS1 when seeds finish.","parents":["AF"],"result":"running","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF01 | 4x E2 RS0 seeds -> RS1 | running | Active pod has E2 microbank seed builds in progress; AF01 reads 4xE2 -> RS1 when seeds finish."}},{"first_score_seen":null,"group":"rs1","id":"AF03","label":"2x E4 RS0 seeds -> RS1","link":"","note":"2xE4 arm uses existing/new E4 microbanks then one RS1; running/queued on same lane.","parents":["AF"],"result":"control/arm in progress","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF03 | 2x E4 RS0 seeds -> RS1 | control/arm in progress | 2xE4 arm uses existing/new E4 microbanks then one RS1; running/queued on same lane."}},{"first_score_seen":null,"group":"rs1","id":"AF04","label":"E8 control compressed -> RS1","link":"","note":"Matched single E8 Z31 control through same RS1 composer path; currently on GPU0.","parents":["AF"],"result":"composer running","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF04 | E8 control compressed -> RS1 | composer running | Matched single E8 Z31 control through same RS1 composer path; currently on GPU0."}},{"first_score_seen":null,"group":"rs1","id":"BAT","label":"BAT. The monster battery (168 tests, 5 waves, Payton 2026-09-16 20:52): wave 1 = 46 screens + RG01/RG02/SB01/WC01 on 3 pods, launched 22:55 UTC","link":"","note":"results per test post to OAIX from the watcher; builds on Desktop/RadialSpace_tests_2026-09-16","parents":["Z31"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"BAT | BAT. The monster battery (168 tests, 5 waves, Payton 2026-09-16 20:52): wave 1 = 46 screens + RG01/RG02/SB01/WC01 on 3 pods, launched 22:55 UTC | results per test post to OAIX from the watcher; builds on Desktop/RadialSpace_tests_2026-09-16"}},{"first_score_seen":null,"group":"rs1","id":"CE","label":"CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py","link":"","note":"","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"CE | CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py"}},{"first_score_seen":0.6023,"group":"rs1","id":"I","label":"I. Incremental union / curriculum contrasts","link":"","note":"active: Claude rs1_contrast seed chain is running on GPU0; Astra watcher will push rs1_contrast codon maps and visible results on DONE","parents":["pair_rs0","H01","H02"],"result":"RS1 over the contrast bank + tournament: 0.6023 / 0.6006 (two seeds), ~236k genes; the first reads above 0.60","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"I | I. Incremental union / curriculum contrasts | RS1 over the contrast bank + tournament: 0.6023 / 0.6006 (two seeds), ~236k genes; the first reads above 0.60 | active: Claude rs1_contrast seed chain is running on GPU0; Astra watcher will push rs1_contrast codon maps and visible results on DONE"}},{"first_score_seen":0.5446,"group":"rs1","id":"N","label":"N. Co-evolved RS0+RS1 experts as the classifier: RS0 supplies codons, RS1 composes them, one two-layer expert per class, argmax readout, fused with the record; parameters counted","link":"","note":"N line verdict so far: co-evolved RS0+RS1 curriculum is better than scratch N01 but not competitive with pairwise contrast bank.","parents":["M"],"result":"co-evolved curriculum classifier beats the record standalone on two seeds: 0.5446 / 0.5533 at 1.45x its genes; +RS0 0.5521 / 0.5591","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"N | N. Co-evolved RS0+RS1 experts as the classifier: RS0 supplies codons, RS1 composes them, one two-layer expert per class, argmax readout, fused with the record; parameters counted | co-evolved curriculum classifier beats the record standalone on two seeds: 0.5446 / 0.5533 at 1.45x its genes; +RS0 0.5521 / 0.5591 | N line verdict so far: co-evolved RS0+RS1 curriculum is better than scratch N01 but not competitive with pairwise contrast bank."}},{"first_score_seen":0.5533,"group":"rs1","id":"N03","label":"N03 second seed of N02 (20260912), ten co-evolved curriculum experts (claude)","link":"","note":"pod ..18 GPU 0 after A3-01","parents":["N02"],"result":"seed 2: TEST 0.5533 alone (val 0.5624) vs record 0.5339; +RS0 0.5591; 56k genes raw (35.9k record convention). Seeds 0.5446 / 0.5533 agree above the record","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"N03 | N03 second seed of N02 (20260912), ten co-evolved curriculum experts (claude) | seed 2: TEST 0.5533 alone (val 0.5624) vs record 0.5339; +RS0 0.5591; 56k genes raw (35.9k record convention). Seeds 0.5446 / 0.5533 agree above the record | pod ..18 GPU 0 after A3-01"}}]},{"counts":{"note":1,"null":1,"record":6,"running":3},"id":"rs2","label":"RS2","latest":[{"first_score_seen":null,"group":"rs2","id":"V7a","label":"V7a depth stack: 3 layers x 90 parts over the all-class E16 vocabulary, seed 20260911 (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7a | V7a depth stack: 3 layers x 90 parts over the all-class E16 vocabulary, seed 20260911 (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs2","id":"V7b","label":"V7b depth stack, seed 20260912 (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7b | V7b depth stack, seed 20260912 (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs2","id":"V7c","label":"V7c depth stack, thin: 4 layers x 45 parts (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7c | V7c depth stack, thin: 4 layers x 45 parts (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":0.6312,"group":"rs2","id":"RG02","label":"RG02 depth by voting with the margin fitness over Z31: 0.6312 vs 0.6153 input / 0.6100 count depth","link":"","note":"battery wave 1","parents":["BAT","Z31"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"RG02 | RG02 depth by voting with the margin fitness over Z31: 0.6312 vs 0.6153 input / 0.6100 count depth | battery wave 1"}},{"first_score_seen":0.61,"group":"rs2","id":"V7v","label":"V7v depth by VOTING: pair experts (K9 grid codons, median vote, all-class context) built layer over layer on the previous layer's pair votes; tournament read per depth (Payton 2026-09-16 01:44)","link":"","note":"Final V7v: seed1 V7v_c layers 0.6051/0.6091/0.6096; seed2 split layers 0.6088/0.6100/0.6074. Pure vote stack, no composer, beats T08 0.6060 by ~0.35-0.4. E4 stacks flat; layer3 adds little; depth saturates fast at E8, next lever would be wider per-layer E16.","parents":["V7"],"result":"confirmed leader: depth-by-voting E8 layer2 0.6100 / 0.6091 on two seeds","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V7v | V7v depth by VOTING: pair experts (K9 grid codons, median vote, all-class context) built layer over layer on the previous layer's pair votes; tournament read per depth (Payton 2026-09-16 01:44) | confirmed leader: depth-by-voting E8 layer2 0.6100 / 0.6091 on two seeds | Final V7v: seed1 V7v_c layers 0.6051/0.6091/0.6096; seed2 split layers 0.6088/0.6100/0.6074. Pure vote stack, no composer, beats T08 0.6060 by ~0.35-0.4. E4 stacks flat; layer3 adds little; depth saturates fast at E8, next lever would be wider per-layer E16."}},{"first_score_seen":0.6088,"group":"rs2","id":"V7v_d","label":"V7v_d voting depth stack, E8 seed 20260912, 45 pairs split over pod d's 3 GPUs per layer (claude)","link":"","note":"First split seed; best layer2 0.6100. This node is canonical split seed result, not aborted batched attempt.","parents":["V7v"],"result":"E8 seed2: L1 0.6088, L2 0.6100, L3 0.6074","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V7v_d | V7v_d voting depth stack, E8 seed 20260912, 45 pairs split over pod d's 3 GPUs per layer (claude) | E8 seed2: L1 0.6088, L2 0.6100, L3 0.6074 | First split seed; best layer2 0.6100. This node is canonical split seed result, not aborted batched attempt."}},{"first_score_seen":0.6423,"group":"rs2","id":"RG03","label":"RG03 margin depth layer over the two-seed Z31 union: 0.6423 TEST (record) vs input 0.6316 / one-seed depth 0.6312","link":"","note":"battery wave 1, 2026-09-16 23:55 UTC","parents":["RG02","Z31s"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03 | RG03 margin depth layer over the two-seed Z31 union: 0.6423 TEST (record) vs input 0.6316 / one-seed depth 0.6312 | battery wave 1, 2026-09-16 23:55 UTC"}},{"first_score_seen":0.65,"group":"rs2","id":"RG03e","label":"RG03e margin depth layer over the three-seed Z31 union: 0.6500 TEST (record) vs input 0.6425","link":"","note":"","parents":["RG03","SB01"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03e | RG03e margin depth layer over the three-seed Z31 union: 0.6500 TEST (record) vs input 0.6425"}}]},{"counts":{"gain":8,"note":9,"null":4,"record":8},"id":"pairwise","label":"Pairwise contrasts","latest":[{"first_score_seen":0.5786,"group":"pairwise","id":"arbitration","label":"Top-2 arbitration of the record by pair experts","link":"","note":"The record unchanged; when its top two are an adjacent pair, the pair expert decides. Thresholds fixed on fit.","parents":["relational"],"result":"0.5786 / 0.5818 / 0.5795 (three seeds)","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-14","visual":{"node_color_status":"record","visible_text":"arbitration | Top-2 arbitration of the record by pair experts | 0.5786 / 0.5818 / 0.5795 (three seeds) | The record unchanged; when its top two are an adjacent pair, the pair expert decides. Thresholds fixed on fit."}},{"first_score_seen":0.588,"group":"pairwise","id":"tournament","label":"Pairwise tournament, no record involved","link":"","note":"Width curve E2 .540, E4 .567, E8 .588, still climbing; one-vs-rest had flattened. Reproduced on the 4080 (0.584).","parents":["relational"],"result":"0.5880 / 0.5872 / 0.5878 at ~112k genes; 0.540-0.553 at ~28k (matched params); 0.565 fused at matched params","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-14","visual":{"node_color_status":"record","visible_text":"tournament | Pairwise tournament, no record involved | 0.5880 / 0.5872 / 0.5878 at ~112k genes; 0.540-0.553 at ~28k (matched params); 0.565 fused at matched params | Width curve E2 .540, E4 .567, E8 .588, still climbing; one-vs-rest had flattened. Reproduced on the 4080 (0.584)."}},{"first_score_seen":0.5964,"group":"pairwise","id":"E","label":"E. Pairwise at scale: relational E16, relational over best phi","link":"","note":"Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it.","parents":["tournament","A"],"result":"E01 E16 tournament 0.5964, the unconstrained best","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"E | E. Pairwise at scale: relational E16, relational over best phi | E01 E16 tournament 0.5964, the unconstrained best | Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it."}},{"first_score_seen":0.5964,"group":"pairwise","id":"E01","label":"E01 pair_rel_E16_s20260911 (claude)","link":"","note":"width curve E2 .540, E4 .567, E8 .586, E16 .596: saturating near 0.60","parents":["E"],"result":"E16 tournament 0.5964 test (val 0.6003); E8 0.5839 same readout; ~224k genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"E01 | E01 pair_rel_E16_s20260911 (claude) | E16 tournament 0.5964 test (val 0.6003); E8 0.5839 same readout; ~224k genes | width curve E2 .540, E4 .567, E8 .586, E16 .596: saturating near 0.60"}},{"first_score_seen":0.6009,"group":"pairwise","id":"S03","label":"S03 all-class pair experts (soft neutrality, Astra's recipe) at E16: do the context gain and the width gain stack (claude)","link":"","note":"","parents":["S01","E01"],"result":"TEST tournament 0.6009 (val 0.6062) vs pair-only E16 0.5964: context + width stack; cat-dog AUC 0.749; 256k genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"S03 | S03 all-class pair experts (soft neutrality, Astra's recipe) at E16: do the context gain and the width gain stack (claude) | TEST tournament 0.6009 (val 0.6062) vs pair-only E16 0.5964: context + width stack; cat-dog AUC 0.749; 256k genes"}},{"first_score_seen":0.5778,"group":"pairwise","id":"U01","label":"U01 S01 pair bank + core phi","link":"","note":"TEST RESULT U01: rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (5 phi, 225 ch), pod ..18 GPU 0, 1098 s.)","parents":["U","S01"],"result":"rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: recor","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"U01 | U01 S01 pair bank + core phi | rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: recor | TEST RESULT U01: rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (5 phi, 225 ch), pod ..18 GPU 0, 1098 s.)"}},{"first_score_seen":0.5828,"group":"pairwise","id":"U02","label":"U02 pair-only E8 + core phi control","link":"","note":"TEST RESULT U02: rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted pair-only E8 experts (control), pod ..18 GPU 1, 1081 s.)","parents":["U","T02"],"result":"rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: recor","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"U02 | U02 pair-only E8 + core phi control | rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: recor | TEST RESULT U02: rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted pair-only E8 experts (control), pod ..18 GPU 1, 1081 s.)"}},{"first_score_seen":0.583,"group":"pairwise","id":"U03","label":"U03 S01 pair bank + distorted phi","link":"","note":"TEST RESULT U03: rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (9 phi, 405 ch), pod ..18 GPU 2, 1121 s.)","parents":["U","S01"],"result":"rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: recor","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"U03 | U03 S01 pair bank + distorted phi | rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: recor | TEST RESULT U03: rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (9 phi, 405 ch), pod ..18 GPU 2, 1121 s.)"}}]},{"counts":{"gain":2,"note":3,"null":7,"record":1,"running":1},"id":"AI","label":"AI. Expand/compress stacks over the frozen RS0 (Claude, 2026-09-17)","latest":[{"first_score_seen":null,"group":"AI","id":"AI14","label":"Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width","link":"","note":"pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all","parents":["AK04"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-18","visual":{"node_color_status":"running","visible_text":"AI14 | Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width | pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all"}},{"first_score_seen":0.8328,"group":"AI","id":"AI09","label":"Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights","link":"","note":"Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending","parents":["AI08"],"result":"baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-18","visual":{"node_color_status":"record","visible_text":"AI09 | Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights | baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed | Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending"}},{"first_score_seen":0.457,"group":"AI","id":"AI11","label":"Astra: weight-free STRUCTURAL reads on the MNIST label-free RS0 (600 codons): class prototypes, nearest neighbours in vote space, with/without pairwise products; vs argmax read and probe","link":"","note":"astra_struct_reads.py, CPU; seed 12 and with-spaces running","parents":["AI08","AI09"],"result":"two seeds, test: argmax 0.457/0.466; prototype mean 0.794/0.802; kNN k=5 0.894/0.890; kNN5+pairs 0.906/0.889; probe 0.946/0.932. Pattern read 4-5 pts under the probe, 9-10 above the tournament level, no weights (memory of the 10k search rows)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AI11 | Astra: weight-free STRUCTURAL reads on the MNIST label-free RS0 (600 codons): class prototypes, nearest neighbours in vote space, with/without pairwise products; vs argmax read and probe | two seeds, test: argmax 0.457/0.466; prototype mean 0.794/0.802; kNN k=5 0.894/0.890; kNN5+pairs 0.906/0.889; probe 0.946/0.932. Pattern read 4-5 pts under the probe, 9-10 above the tournament level, no weights (memory of the 10k search rows) | astra_struct_reads.py, CPU; seed 12 and with-spaces running"}},{"first_score_seen":0.8245,"group":"AI","id":"AI12","label":"Claude: SHAPE read (rs2.mode shape: codons emit map geometry, per-class median shape prototypes, no weights) in the canonical loop; MNIST 3 seeds; CIFAR 10k and 38k rows","link":"","note":"v5_shape.yaml, v5c/v5c1/v5c2 children; structure-read diagnostics: kNN over map stacks 0.96 = raw-pixel kNN 0.963 (maps make the problem linear, not nearer); geometry-only prototype read 0.81 vs vote 0.42","parents":["AI11","AI09"],"result":"MNIST smoke 0.8245 at 200 rounds (probe 0.935); CIFAR 10k: shape 0.4435/0.4521 vs tournament 0.3960; CIFAR 38k rows 20k rounds: shape 0.4844/0.4769 vs tournament 0.4155 (+6.9/+6.1), linear ceiling 0.57; record RS0 alone 0.5164","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AI12 | Claude: SHAPE read (rs2.mode shape: codons emit map geometry, per-class median shape prototypes, no weights) in the canonical loop; MNIST 3 seeds; CIFAR 10k and 38k rows | MNIST smoke 0.8245 at 200 rounds (probe 0.935); CIFAR 10k: shape 0.4435/0.4521 vs tournament 0.3960; CIFAR 38k rows 20k rounds: shape 0.4844/0.4769 vs tournament 0.4155 (+6.9/+6.1), linear ceiling 0.57; record RS0 alone 0.5164 | v5_shape.yaml, v5c/v5c1/v5c2 children; structure-read diagnostics: kNN over map stacks 0.96 = raw-pixel kNN 0.963 (maps make the problem linear, not nearer); geometry-only prototype read 0.81 vs vote 0.42"}},{"first_score_seen":0.13,"group":"AI","id":"AI01","label":"Alternating unlabeled stack v1: expand (novelty) / compress (unlabeled experts), top-3 AUC read","link":"","note":"claude_grow_experts.py; handoff bug: the read scored RS0 codons one vote each (0.37) instead of RS0's tournament read (0.5285 val)","parents":["AH"],"result":"END READ after layer 2 near chance: CIFAR 0.1300 test, MNIST 0.1324, Fashion 0.1404 (read only saw 9-16 experts)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI01 | Alternating unlabeled stack v1: expand (novelty) / compress (unlabeled experts), top-3 AUC read | END READ after layer 2 near chance: CIFAR 0.1300 test, MNIST 0.1324, Fashion 0.1404 (read only saw 9-16 experts) | claude_grow_experts.py; handoff bug: the read scored RS0 codons one vote each (0.37) instead of RS0's tournament read (0.5285 val)"}},{"first_score_seen":0.5247,"group":"AI","id":"AI02","label":"Handoff version: RS0 tournament read anchored, RS1 expansion keeps a codon only if it raises the fit read (full 40,000 rows), experts after","link":"","note":"experts (novelty-evolved K9 groups) never raised the read on any dataset","parents":["AI01"],"result":"TEST vs RS0 handoff: CIFAR 0.5247 vs 0.5236 (60 codons, 0 experts kept); MNIST 0.9360 vs 0.9357; Fashion 0.7855 test at layer 1 (74 codons)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI02 | Handoff version: RS0 tournament read anchored, RS1 expansion keeps a codon only if it raises the fit read (full 40,000 rows), experts after | TEST vs RS0 handoff: CIFAR 0.5247 vs 0.5236 (60 codons, 0 experts kept); MNIST 0.9360 vs 0.9357; Fashion 0.7855 test at layer 1 (74 codons) | experts (novelty-evolved K9 groups) never raised the read on any dataset"}},{"first_score_seen":0.9391,"group":"AI","id":"AI03","label":"Grouping compress (additive blocks): unlabeled k-means blocks of 9 over the whole bank, block kept if it raises the read","link":"","note":"blocks added alongside their members add little: a median of correlated codons is redundant with them","parents":["AI02"],"result":"MNIST 2 blocks +0.3 test (0.9391); SVHN 2 blocks +1.5 val; CIFAR 0 of 86 blocks passed; KMNIST 0 of 80","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI03 | Grouping compress (additive blocks): unlabeled k-means blocks of 9 over the whole bank, block kept if it raises the read | MNIST 2 blocks +0.3 test (0.9391); SVHN 2 blocks +1.5 val; CIFAR 0 of 86 blocks passed; KMNIST 0 of 80 | blocks added alongside their members add little: a median of correlated codons is redundant with them"}},{"first_score_seen":0.5241,"group":"AI","id":"AI04","label":"Replace compress: blocks replace their members (about 9x fewer channels) + prune; pairs judged at expansion peak, min 3 pairs; six datasets on the pod + 4080","link":"","note":"the stack never steps: layer 1 lifts val 0.1-1.7 pts, compression gives it back, no later peak above layer 1; fit-val gap 0.6-1.6 pts from the soft keep bar; review Desktop/RadialSpace_grow_2026-09-17/REVIEW_2026-09-17.md","parents":["AI03"],"result":"TEST vs handoff: CIFAR 0.5241 vs 0.5236 | SVHN 0.5750 vs 0.5750 | Fashion 0.7685 vs 0.7668 | KMNIST 0.6586 vs 0.6564 | MNIST 0.9357 vs 0.9357 | noise 0.0970 (chance)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI04 | Replace compress: blocks replace their members (about 9x fewer channels) + prune; pairs judged at expansion peak, min 3 pairs; six datasets on the pod + 4080 | TEST vs handoff: CIFAR 0.5241 vs 0.5236 | SVHN 0.5750 vs 0.5750 | Fashion 0.7685 vs 0.7668 | KMNIST 0.6586 vs 0.6564 | MNIST 0.9357 vs 0.9357 | noise 0.0970 (chance) | the stack never steps: layer 1 lifts val 0.1-1.7 pts, compression gives it back, no later peak above layer 1; fit-val gap 0.6-1.6 pts from the soft keep bar; review Desktop/RadialSpace_grow_2026-09-17/REVIEW_2026-09-17.md"}}]},{"counts":{"gain":1,"null":5},"id":"AJ","label":"AJ. Label-free RS0 and the labels-in-compress stack (2026-09-17 day)","latest":[{"first_score_seen":0.8126,"group":"AJ","id":"AJ06","label":"Probe ceiling diagnostic on the v3 banks (MNIST 10k): our E8K9 median read vs a fitted ridge probe on the same votes","link":"","note":"the read, not the bank, is the bottleneck: 12-14 pts unextracted; the invariance gate's +16 under our read is +1-3 under the probe; RS1 adds +0.4-1.5 probe. Labels used as measurement only. lc_probe.py","parents":["AJ05"],"result":"RS0: our read 0.8126/0.7753/0.8319 test vs probe 0.9316/0.9130/0.9484; RS0+exp1: 0.8227/0.7938/0.8476 vs 0.9357/0.9277/0.9498; random codons same size: 0.5950/0.5721/0.6384 vs 0.9068/0.9050/0.9438","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AJ06 | Probe ceiling diagnostic on the v3 banks (MNIST 10k): our E8K9 median read vs a fitted ridge probe on the same votes | RS0: our read 0.8126/0.7753/0.8319 test vs probe 0.9316/0.9130/0.9484; RS0+exp1: 0.8227/0.7938/0.8476 vs 0.9357/0.9277/0.9498; random codons same size: 0.5950/0.5721/0.6384 vs 0.9068/0.9050/0.9438 | the read, not the bank, is the bottleneck: 12-14 pts unextracted; the invariance gate's +16 under our read is +1-3 under the probe; RS1 adds +0.4-1.5 probe. Labels used as measurement only. lc_probe.py"}},{"first_score_seen":0.3385,"group":"AJ","id":"AJ01","label":"Label-free RS0 on CIFAR, novelty-only (5,746 codons, 3 seeds)","link":"","note":"unique outputs are not unique observations: novelty alone fills the card with hashes (Astra ran the seeds; Claude computed the baseline)","parents":["AI05"],"result":"greedy label read TEST 0.3385 / 0.3390 / 0.3324 vs record RS0 720 codons 0.4051 under the same read (0.5164 its own); eff dim 3,130 vs 19.5; shift consistency 0.11 vs 0.94","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ01 | Label-free RS0 on CIFAR, novelty-only (5,746 codons, 3 seeds) | greedy label read TEST 0.3385 / 0.3390 / 0.3324 vs record RS0 720 codons 0.4051 under the same read (0.5164 its own); eff dim 3,130 vs 19.5; shift consistency 0.11 vs 0.94 | unique outputs are not unique observations: novelty alone fills the card with hashes (Astra ran the seeds; Claude computed the baseline)"}},{"first_score_seen":null,"group":"AJ","id":"AJ02","label":"Unlabeled expand/compress stack over the label-free RS0, full 40k rows on a 96 GB card (killed at pair 2)","link":"","note":"dimension set by cap and block size, not by the data; stopped by Payton to redesign at small scale","parents":["AJ01"],"result":"RS0 eff dim 4,528; EXPAND +3,254 codons to the 9,000 cap (eff dim 6,793, 0.7 per codon); COMPRESS 9,000 to 1,000 blocks (eff dim 949); EXPAND re-inflated at 1 dim per codon; no label read taken","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ02 | Unlabeled expand/compress stack over the label-free RS0, full 40k rows on a 96 GB card (killed at pair 2) | RS0 eff dim 4,528; EXPAND +3,254 codons to the 9,000 cap (eff dim 6,793, 0.7 per codon); COMPRESS 9,000 to 1,000 blocks (eff dim 949); EXPAND re-inflated at 1 dim per codon; no label read taken | dimension set by cap and block size, not by the data; stopped by Payton to redesign at small scale"}},{"first_score_seen":0.5076,"group":"AJ","id":"AJ03","label":"LC stack v1: labels in COMPRESS only, expansion by novelty, RS0 = invariance-gated (shift, rot 20, occlusion), MNIST 10k rows","link":"","note":"compress pool excluded RS0, so it had to build from novelty codons: the stack fell below its own floor","parents":["AJ02"],"result":"TEST 0.5076 after 4 pairs vs 0.7366 labels on RS0 alone; random-RS0 null 0.2598 vs 0.6714","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ03 | LC stack v1: labels in COMPRESS only, expansion by novelty, RS0 = invariance-gated (shift, rot 20, occlusion), MNIST 10k rows | TEST 0.5076 after 4 pairs vs 0.7366 labels on RS0 alone; random-RS0 null 0.2598 vs 0.6714 | compress pool excluded RS0, so it had to build from novelty codons: the stack fell below its own floor"}},{"first_score_seen":0.8014,"group":"AJ","id":"AJ04","label":"LC stack v2: compress may pick RS0 codons, RS0 grown to 300 invariant codons, MNIST 10k rows","link":"","note":"invariance-gated RS0 is real material (+16 pts over random codons); novelty expansion is not (labels pick 81, then 0, 13, 3 of its codons)","parents":["AJ03"],"result":"TEST 0.8014 vs 0.8305 labels on RS0 alone; val 0.8090 -> 0.8170 (+0.8, 81 of 720 members from the expansion) -> 0.8135 -> 0.7975 -> 0.7790; null 0.6277 vs 0.6714","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ04 | LC stack v2: compress may pick RS0 codons, RS0 grown to 300 invariant codons, MNIST 10k rows | TEST 0.8014 vs 0.8305 labels on RS0 alone; val 0.8090 -> 0.8170 (+0.8, 81 of 720 members from the expansion) -> 0.8135 -> 0.7975 -> 0.7790; null 0.6277 vs 0.6714 | invariance-gated RS0 is real material (+16 pts over random codons); novelty expansion is not (labels pick 81, then 0, 13, 3 of its codons)"}},{"first_score_seen":0.8113,"group":"AJ","id":"AJ05","label":"LC stack v3: invariance gate on the expansion too (novel AND survives shift/rot/occlusion), MNIST 10k rows, 3 seeds","link":"","note":"v4 (experts from raw codons only, no experts of experts) was launched and killed 2 minutes in when Payton stopped the day; not run","parents":["AJ04"],"result":"3 seeds TEST 0.8113 / 0.8115 / 0.8292 vs labels-on-RS0-alone 0.8339 / 0.8017 / 0.8511 (1 of 3 above control). Val: pair 1 +1.75 / +2.45 / +0.6 over RS0 alone with 118 / 133 expansion members picked, then flat or down (medians of medians in later compresses)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ05 | LC stack v3: invariance gate on the expansion too (novel AND survives shift/rot/occlusion), MNIST 10k rows, 3 seeds | 3 seeds TEST 0.8113 / 0.8115 / 0.8292 vs labels-on-RS0-alone 0.8339 / 0.8017 / 0.8511 (1 of 3 above control). Val: pair 1 +1.75 / +2.45 / +0.6 over RS0 alone with 118 / 133 expansion members picked, then flat or down (medians of medians in later compresses) | v4 (experts from raw codons only, no experts of experts) was launched and killed 2 minutes in when Payton stopped the day; not run"}}]},{"counts":{"gain":4,"null":1},"id":"AK","label":"AK. Canonical file and its single-field children (2026-09-17 evening to 2026-09-18)","latest":[{"first_score_seen":0.8829,"group":"AK","id":"AK02","label":"v5 shape read: codons emit map geometry (centroid, axis, elongation, folds), read = per-class median shape prototypes, no weights; MNIST 10k","link":"","note":"the shape read stops the memorisation the tally caused; RS1 shapes more oriented and folded than RS0","parents":["AK01"],"result":"TEST 0.8829/0.8804/0.8711 vs tournament 0.8245/0.8228 same machine and seeds (+5.5 every seed); no guard breach in 20k rounds; probe 0.934-0.942 (gap 5-6 vs 10-11)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK02 | v5 shape read: codons emit map geometry (centroid, axis, elongation, folds), read = per-class median shape prototypes, no weights; MNIST 10k | TEST 0.8829/0.8804/0.8711 vs tournament 0.8245/0.8228 same machine and seeds (+5.5 every seed); no guard breach in 20k rounds; probe 0.934-0.942 (gap 5-6 vs 10-11) | the shape read stops the memorisation the tally caused; RS1 shapes more oriented and folded than RS0"}},{"first_score_seen":0.4435,"group":"AK","id":"AK03","label":"v5c shape read on CIFAR-10 (10k rows, then 38k rows, guard reporting)","link":"","note":"guard report changed nothing at 10k (+0.1); rows moved shape +2.4/+4.0","parents":["AK02"],"result":"10k rows: shape 0.4435/0.4521 vs tournament 0.3960 (all halted round 1000); 38k rows: shape 0.4844/0.4769 vs tournament 0.4155; probe 0.55-0.58; record RS0 alone 0.5164","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK03 | v5c shape read on CIFAR-10 (10k rows, then 38k rows, guard reporting) | 10k rows: shape 0.4435/0.4521 vs tournament 0.3960 (all halted round 1000); 38k rows: shape 0.4844/0.4769 vs tournament 0.4155; probe 0.55-0.58; record RS0 alone 0.5164 | guard report changed nothing at 10k (+0.1); rows moved shape +2.4/+4.0"}},{"first_score_seen":0.4196,"group":"AK","id":"AK04","label":"Scaling axes on CIFAR 38k, single-field children of v5c2: RS0 width 720, RS1 width 300, rich shape (11 numbers), second composition level","link":"","note":"width raises the bank's ceiling and the unweighted shape read cannot follow it (dilution); next: per-class codon selection in the read, weight-free. Shape maps in Desktop/RadialSpace_canonical/map_*.png","parents":["AK03"],"result":"w1 RS0 720: 0.4196/0.4360 LOSE (ceiling 0.65); w2 RS1 300: 0.4968/0.4860 tie; s2 level 2: 0.4894/0.4873 tie (ceiling 0.58); s1 rich shape: 0.4979/0.5014 (+1.35/+2.45, mean +1.9, best CIFAR shape numbers)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK04 | Scaling axes on CIFAR 38k, single-field children of v5c2: RS0 width 720, RS1 width 300, rich shape (11 numbers), second composition level | w1 RS0 720: 0.4196/0.4360 LOSE (ceiling 0.65); w2 RS1 300: 0.4968/0.4860 tie; s2 level 2: 0.4894/0.4873 tie (ceiling 0.58); s1 rich shape: 0.4979/0.5014 (+1.35/+2.45, mean +1.9, best CIFAR shape numbers) | width raises the bank's ceiling and the unweighted shape read cannot follow it (dilution); next: per-class codon selection in the read, weight-free. Shape maps in Desktop/RadialSpace_canonical/map_*.png"}},{"first_score_seen":0.5216,"group":"AK","id":"AK05","label":"Selection shape read: every class scored on the union of each class's 60 most separating codons (weight-free, re-measured every 250 rounds); CIFAR 38k rows","link":"","note":"per-class codon sets are not comparable across classes (read 0.25); the union is. Selection is the lever that lets the shape read use width; ledger 44 lines","parents":["AK04"],"result":"k2 width 150: TEST 0.5216 / 0.5125 vs parent 0.4844 / 0.4769 (+3.7 / +3.6, both seeds over the 2-pt bar); seed 0 passes the record RS0 alone (0.5164) with 250 label-free codons vs 720 labeled. k1 width 720: 0.4664 / 0.4846 vs w1 0.4196 / 0.4360 (+4.7 / +4.9), ceiling 0.66","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK05 | Selection shape read: every class scored on the union of each class's 60 most separating codons (weight-free, re-measured every 250 rounds); CIFAR 38k rows | k2 width 150: TEST 0.5216 / 0.5125 vs parent 0.4844 / 0.4769 (+3.7 / +3.6, both seeds over the 2-pt bar); seed 0 passes the record RS0 alone (0.5164) with 250 label-free codons vs 720 labeled. k1 width 720: 0.4664 / 0.4846 vs w1 0.4196 / 0.4360 (+4.7 / +4.9), ceiling 0.66 | per-class codon sets are not comparable across classes (read 0.25); the union is. Selection is the lever that lets the shape read use width; ledger 44 lines"}},{"first_score_seen":0.8328,"group":"AK","id":"AK01","label":"Canonical baseline rs_baseline_mnist.yaml (joint evolution, tournament read, invariance gate), MNIST 10k rows","link":"","note":"machine effect pod vs local -0.9 pt; variants v1 guard-report tie, v2 fit20k +2.1 (candidate), v3 frozen tie, v4 ep4 tie. Harness scripts_live/stage/rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl","parents":["AJ06"],"result":"TEST baseline 0.8328/0.8325/0.8036/0.7907 (local s0,s1; pod s2,s3), pod s0/s1 0.8245/0.8228; frozen_rs0 control 0.8355/0.8223/0.8123; random-bank null 0.7791; probe 0.93-0.94; every run halted on the 4-pt fit-val guard","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-18","visual":{"node_color_status":"null","visible_text":"AK01 | Canonical baseline rs_baseline_mnist.yaml (joint evolution, tournament read, invariance gate), MNIST 10k rows | TEST baseline 0.8328/0.8325/0.8036/0.7907 (local s0,s1; pod s2,s3), pod s0/s1 0.8245/0.8228; frozen_rs0 control 0.8355/0.8223/0.8123; random-bank null 0.7791; probe 0.93-0.94; every run halted on the 4-pt fit-val guard | machine effect pod vs local -0.9 pt; variants v1 guard-report tie, v2 fit20k +2.1 (candidate), v3 frozen tie, v4 ep4 tie. Harness scripts_live/stage/rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl"}}]}],"nodes":[{"first_score_seen":null,"group":"AI","id":"AI14","label":"Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width","link":"","note":"pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all","parents":["AK04"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-18","visual":{"node_color_status":"running","visible_text":"AI14 | Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width | pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all"}},{"first_score_seen":0.8328,"group":"AI","id":"AI09","label":"Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights","link":"","note":"Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending","parents":["AI08"],"result":"baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-18","visual":{"node_color_status":"record","visible_text":"AI09 | Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights | baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed | Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending"}},{"first_score_seen":0.457,"group":"AI","id":"AI11","label":"Astra: weight-free STRUCTURAL reads on the MNIST label-free RS0 (600 codons): class prototypes, nearest neighbours in vote space, with/without pairwise products; vs argmax read and probe","link":"","note":"astra_struct_reads.py, CPU; seed 12 and with-spaces running","parents":["AI08","AI09"],"result":"two seeds, test: argmax 0.457/0.466; prototype mean 0.794/0.802; kNN k=5 0.894/0.890; kNN5+pairs 0.906/0.889; probe 0.946/0.932. Pattern read 4-5 pts under the probe, 9-10 above the tournament level, no weights (memory of the 10k search rows)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AI11 | Astra: weight-free STRUCTURAL reads on the MNIST label-free RS0 (600 codons): class prototypes, nearest neighbours in vote space, with/without pairwise products; vs argmax read and probe | two seeds, test: argmax 0.457/0.466; prototype mean 0.794/0.802; kNN k=5 0.894/0.890; kNN5+pairs 0.906/0.889; probe 0.946/0.932. Pattern read 4-5 pts under the probe, 9-10 above the tournament level, no weights (memory of the 10k search rows) | astra_struct_reads.py, CPU; seed 12 and with-spaces running"}},{"first_score_seen":0.8245,"group":"AI","id":"AI12","label":"Claude: SHAPE read (rs2.mode shape: codons emit map geometry, per-class median shape prototypes, no weights) in the canonical loop; MNIST 3 seeds; CIFAR 10k and 38k rows","link":"","note":"v5_shape.yaml, v5c/v5c1/v5c2 children; structure-read diagnostics: kNN over map stacks 0.96 = raw-pixel kNN 0.963 (maps make the problem linear, not nearer); geometry-only prototype read 0.81 vs vote 0.42","parents":["AI11","AI09"],"result":"MNIST smoke 0.8245 at 200 rounds (probe 0.935); CIFAR 10k: shape 0.4435/0.4521 vs tournament 0.3960; CIFAR 38k rows 20k rounds: shape 0.4844/0.4769 vs tournament 0.4155 (+6.9/+6.1), linear ceiling 0.57; record RS0 alone 0.5164","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AI12 | Claude: SHAPE read (rs2.mode shape: codons emit map geometry, per-class median shape prototypes, no weights) in the canonical loop; MNIST 3 seeds; CIFAR 10k and 38k rows | MNIST smoke 0.8245 at 200 rounds (probe 0.935); CIFAR 10k: shape 0.4435/0.4521 vs tournament 0.3960; CIFAR 38k rows 20k rounds: shape 0.4844/0.4769 vs tournament 0.4155 (+6.9/+6.1), linear ceiling 0.57; record RS0 alone 0.5164 | v5_shape.yaml, v5c/v5c1/v5c2 children; structure-read diagnostics: kNN over map stacks 0.96 = raw-pixel kNN 0.963 (maps make the problem linear, not nearer); geometry-only prototype read 0.81 vs vote 0.42"}},{"first_score_seen":0.13,"group":"AI","id":"AI01","label":"Alternating unlabeled stack v1: expand (novelty) / compress (unlabeled experts), top-3 AUC read","link":"","note":"claude_grow_experts.py; handoff bug: the read scored RS0 codons one vote each (0.37) instead of RS0's tournament read (0.5285 val)","parents":["AH"],"result":"END READ after layer 2 near chance: CIFAR 0.1300 test, MNIST 0.1324, Fashion 0.1404 (read only saw 9-16 experts)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI01 | Alternating unlabeled stack v1: expand (novelty) / compress (unlabeled experts), top-3 AUC read | END READ after layer 2 near chance: CIFAR 0.1300 test, MNIST 0.1324, Fashion 0.1404 (read only saw 9-16 experts) | claude_grow_experts.py; handoff bug: the read scored RS0 codons one vote each (0.37) instead of RS0's tournament read (0.5285 val)"}},{"first_score_seen":0.5247,"group":"AI","id":"AI02","label":"Handoff version: RS0 tournament read anchored, RS1 expansion keeps a codon only if it raises the fit read (full 40,000 rows), experts after","link":"","note":"experts (novelty-evolved K9 groups) never raised the read on any dataset","parents":["AI01"],"result":"TEST vs RS0 handoff: CIFAR 0.5247 vs 0.5236 (60 codons, 0 experts kept); MNIST 0.9360 vs 0.9357; Fashion 0.7855 test at layer 1 (74 codons)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI02 | Handoff version: RS0 tournament read anchored, RS1 expansion keeps a codon only if it raises the fit read (full 40,000 rows), experts after | TEST vs RS0 handoff: CIFAR 0.5247 vs 0.5236 (60 codons, 0 experts kept); MNIST 0.9360 vs 0.9357; Fashion 0.7855 test at layer 1 (74 codons) | experts (novelty-evolved K9 groups) never raised the read on any dataset"}},{"first_score_seen":0.9391,"group":"AI","id":"AI03","label":"Grouping compress (additive blocks): unlabeled k-means blocks of 9 over the whole bank, block kept if it raises the read","link":"","note":"blocks added alongside their members add little: a median of correlated codons is redundant with them","parents":["AI02"],"result":"MNIST 2 blocks +0.3 test (0.9391); SVHN 2 blocks +1.5 val; CIFAR 0 of 86 blocks passed; KMNIST 0 of 80","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI03 | Grouping compress (additive blocks): unlabeled k-means blocks of 9 over the whole bank, block kept if it raises the read | MNIST 2 blocks +0.3 test (0.9391); SVHN 2 blocks +1.5 val; CIFAR 0 of 86 blocks passed; KMNIST 0 of 80 | blocks added alongside their members add little: a median of correlated codons is redundant with them"}},{"first_score_seen":0.5241,"group":"AI","id":"AI04","label":"Replace compress: blocks replace their members (about 9x fewer channels) + prune; pairs judged at expansion peak, min 3 pairs; six datasets on the pod + 4080","link":"","note":"the stack never steps: layer 1 lifts val 0.1-1.7 pts, compression gives it back, no later peak above layer 1; fit-val gap 0.6-1.6 pts from the soft keep bar; review Desktop/RadialSpace_grow_2026-09-17/REVIEW_2026-09-17.md","parents":["AI03"],"result":"TEST vs handoff: CIFAR 0.5241 vs 0.5236 | SVHN 0.5750 vs 0.5750 | Fashion 0.7685 vs 0.7668 | KMNIST 0.6586 vs 0.6564 | MNIST 0.9357 vs 0.9357 | noise 0.0970 (chance)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI04 | Replace compress: blocks replace their members (about 9x fewer channels) + prune; pairs judged at expansion peak, min 3 pairs; six datasets on the pod + 4080 | TEST vs handoff: CIFAR 0.5241 vs 0.5236 | SVHN 0.5750 vs 0.5750 | Fashion 0.7685 vs 0.7668 | KMNIST 0.6586 vs 0.6564 | MNIST 0.9357 vs 0.9357 | noise 0.0970 (chance) | the stack never steps: layer 1 lifts val 0.1-1.7 pts, compression gives it back, no later peak above layer 1; fit-val gap 0.6-1.6 pts from the soft keep bar; review Desktop/RadialSpace_grow_2026-09-17/REVIEW_2026-09-17.md"}},{"first_score_seen":0.5164,"group":"AI","id":"AI05","label":"Toy 13b on the 4080 (Astra's harness, EXP_B 8 x CAND 4, patience 20, 4 spaces, full-set gate, val sealed)","link":"","note":"at toy budget the gate admits 2-4 codons per space and the stack sits at RS0 + 0.3 val: the method holds only with search budget (see AH04 wide)","parents":["AH01","AI04"],"result":"RS0 test 0.5164 / record fusion 0.5339. Toy stack: contract-alone TEST per space 0.5194 0.5209 0.5203 0.5212 (val 0.530 0.5287 0.5273 0.5292); 2-3 codons per space. Below the record fusion, +0.5 over RS0 alone","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI05 | Toy 13b on the 4080 (Astra's harness, EXP_B 8 x CAND 4, patience 20, 4 spaces, full-set gate, val sealed) | RS0 test 0.5164 / record fusion 0.5339. Toy stack: contract-alone TEST per space 0.5194 0.5209 0.5203 0.5212 (val 0.530 0.5287 0.5273 0.5292); 2-3 codons per space. Below the record fusion, +0.5 over RS0 alone | at toy budget the gate admits 2-4 codons per space and the stack sits at RS0 + 0.3 val: the method holds only with search budget (see AH04 wide)"}},{"first_score_seen":0.213,"group":"AI","id":"AI06","label":"Astra: MNIST fast loop, RS0 label-free with augmentation gate (novelty AND vote consistency 0.5 under shift/rotation/occlusion) -> expand blind (novelty, 300/space, 4x4 maps) / compress WITH labels under a budget of 100 (greedy forward selection), 3 seeds","link":"","note":"PROBE (ridge on search rows, measurement only): label-free augmented RS0 holds 0.925-0.94 test on MNIST vs fixed read 0.47-0.52; depth adds +0.2 to +0.5 to the probe ceiling. Readout is the bottleneck; representation does not grow with depth. Files C:/workspace/mnist_fast/probe_s*.json","parents":["AI"],"result":"3 seeds, test per space (survivors alone / RS0+survivors): s11 0.213/0.498 0.222/0.501 0.216/0.505 0.221/0.503; s12 0.237/0.495 0.252/0.501 0.253/0.500 0.247/0.495; s13 0.246/0.536 0.272/0.540 0.267/0.543 0.272/0.543; augmented RS0 alone 0.491/0.472/0.516. No scaling: space 4 vs 1 under the seed bar on 2 of 3; survivors alone 20-30 pts below RS0; kept codons mean bal acc 0.59","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI06 | Astra: MNIST fast loop, RS0 label-free with augmentation gate (novelty AND vote consistency 0.5 under shift/rotation/occlusion) -> expand blind (novelty, 300/space, 4x4 maps) / compress WITH labels under a budget of 100 (greedy forward selection), 3 seeds | 3 seeds, test per space (survivors alone / RS0+survivors): s11 0.213/0.498 0.222/0.501 0.216/0.505 0.221/0.503; s12 0.237/0.495 0.252/0.501 0.253/0.500 0.247/0.495; s13 0.246/0.536 0.272/0.540 0.267/0.543 0.272/0.543; augmented RS0 alone 0.491/0.472/0.516. No scaling: space 4 vs 1 under the seed bar on 2 of 3; survivors alone 20-30 pts below RS0; kept codons mean bal acc 0.59 | PROBE (ridge on search rows, measurement only): label-free augmented RS0 holds 0.925-0.94 test on MNIST vs fixed read 0.47-0.52; depth adds +0.2 to +0.5 to the probe ceiling. Readout is the bottleneck; representation does not grow with depth. Files C:/workspace/mnist_fast/probe_s*.json"}},{"first_score_seen":null,"group":"AI","id":"AI07","label":"Astra: label-free EC over the novelty-only CIFAR RS0 (expand blind, compress = leave-one-out novelty pruning, no constraint)","link":"","note":"astra_ec_free.py on astra-ecfree6000b, 2026-09-17","parents":["AI","AH05"],"result":"space 1: 3,000 codons to the cap (99% accepted, novelty 0.96), compress dropped 0 of 3,000; killed at space 2 (no constraint; hash RS0)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AI07 | Astra: label-free EC over the novelty-only CIFAR RS0 (expand blind, compress = leave-one-out novelty pruning, no constraint) | space 1: 3,000 codons to the cap (99% accepted, novelty 0.96), compress dropped 0 of 3,000; killed at space 2 (no constraint; hash RS0) | astra_ec_free.py on astra-ecfree6000b, 2026-09-17"}},{"first_score_seen":0.646,"group":"AI","id":"AI08","label":"Astra: probe diagnostics (ridge on search rows, measurement only): what the banks hold vs what the fixed reads extract","link":"","note":"astra_probe_mnist.py, astra_read_variants.py, astra_probe_cifar_rs0.py; CPU, no pod","parents":["AI06","AA"],"result":"MNIST label-free aug RS0: probe 0.93-0.94 vs read 0.47-0.52; +4 spaces +0.2-0.5 to the ceiling. CIFAR record RS0 720: probe 0.646 vs own read 0.516; novelty-only 720: 0.341. Median/top-5/statistic-weighted reads on MNIST reach only 0.55-0.61. MNIST = read bottleneck; CIFAR = tournaments already at RS0's ceiling = representation bottleneck","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AI08 | Astra: probe diagnostics (ridge on search rows, measurement only): what the banks hold vs what the fixed reads extract | MNIST label-free aug RS0: probe 0.93-0.94 vs read 0.47-0.52; +4 spaces +0.2-0.5 to the ceiling. CIFAR record RS0 720: probe 0.646 vs own read 0.516; novelty-only 720: 0.341. Median/top-5/statistic-weighted reads on MNIST reach only 0.55-0.61. MNIST = read bottleneck; CIFAR = tournaments already at RS0's ceiling = representation bottleneck | astra_probe_mnist.py, astra_read_variants.py, astra_probe_cifar_rs0.py; CPU, no pod"}},{"first_score_seen":0.8245,"group":"AI","id":"AI10","label":"Single-field variants of the canonical baseline (Claude's pod, 2 seeds each): v1 guard report, v2 fit rows 20k, v3 RS0 frozen, v4 four experts per pair","link":"","note":"","parents":["AI09"],"result":"vs pod baseline s0/s1 (0.8245/0.8228, same machine): v1 +0.3 tie; v2 +2.1 marginal win (more labeled rows; ceiling 0.943/0.947 rose with it); v3 -1.1 tie; v4 -0.7 tie. Baseline 6 seeds mean 0.818 sd 0.017; machine offset pod vs local ~0.9 pt","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-18","visual":{"node_color_status":"note","visible_text":"AI10 | Single-field variants of the canonical baseline (Claude's pod, 2 seeds each): v1 guard report, v2 fit rows 20k, v3 RS0 frozen, v4 four experts per pair | vs pod baseline s0/s1 (0.8245/0.8228, same machine): v1 +0.3 tie; v2 +2.1 marginal win (more labeled rows; ceiling 0.943/0.947 rose with it); v3 -1.1 tie; v4 -0.7 tie. Baseline 6 seeds mean 0.818 sd 0.017; machine offset pod vs local ~0.9 pt"}},{"first_score_seen":0.4844,"group":"AI","id":"AI13","label":"Claude: scaling axes on the shape read, CIFAR 38k rows, single-field children of v5c2, 2 seeds each: w1 rs0 720, w2 rs1 300, s1 richer shape (11 numbers), depth (shapes of shapes) queued","link":"","note":"pods genreg_w, genreg_s (3x 4500 each); bar 2 pts over 0.4844/0.4769; the line that matters 0.5164 (record RS0 alone); Payton 09-18: FIGURE OUT HOW TO SCALE","parents":["AI12"],"result":"superseded: the canonical axes live on AK04 (Claude); this node kept only as the pointer","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-18","visual":{"node_color_status":"note","visible_text":"AI13 | Claude: scaling axes on the shape read, CIFAR 38k rows, single-field children of v5c2, 2 seeds each: w1 rs0 720, w2 rs1 300, s1 richer shape (11 numbers), depth (shapes of shapes) queued | superseded: the canonical axes live on AK04 (Claude); this node kept only as the pointer | pods genreg_w, genreg_s (3x 4500 each); bar 2 pts over 0.4844/0.4769; the line that matters 0.5164 (record RS0 alone); Payton 09-18: FIGURE OUT HOW TO SCALE"}},{"first_score_seen":0.8126,"group":"AJ","id":"AJ06","label":"Probe ceiling diagnostic on the v3 banks (MNIST 10k): our E8K9 median read vs a fitted ridge probe on the same votes","link":"","note":"the read, not the bank, is the bottleneck: 12-14 pts unextracted; the invariance gate's +16 under our read is +1-3 under the probe; RS1 adds +0.4-1.5 probe. Labels used as measurement only. lc_probe.py","parents":["AJ05"],"result":"RS0: our read 0.8126/0.7753/0.8319 test vs probe 0.9316/0.9130/0.9484; RS0+exp1: 0.8227/0.7938/0.8476 vs 0.9357/0.9277/0.9498; random codons same size: 0.5950/0.5721/0.6384 vs 0.9068/0.9050/0.9438","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AJ06 | Probe ceiling diagnostic on the v3 banks (MNIST 10k): our E8K9 median read vs a fitted ridge probe on the same votes | RS0: our read 0.8126/0.7753/0.8319 test vs probe 0.9316/0.9130/0.9484; RS0+exp1: 0.8227/0.7938/0.8476 vs 0.9357/0.9277/0.9498; random codons same size: 0.5950/0.5721/0.6384 vs 0.9068/0.9050/0.9438 | the read, not the bank, is the bottleneck: 12-14 pts unextracted; the invariance gate's +16 under our read is +1-3 under the probe; RS1 adds +0.4-1.5 probe. Labels used as measurement only. lc_probe.py"}},{"first_score_seen":0.3385,"group":"AJ","id":"AJ01","label":"Label-free RS0 on CIFAR, novelty-only (5,746 codons, 3 seeds)","link":"","note":"unique outputs are not unique observations: novelty alone fills the card with hashes (Astra ran the seeds; Claude computed the baseline)","parents":["AI05"],"result":"greedy label read TEST 0.3385 / 0.3390 / 0.3324 vs record RS0 720 codons 0.4051 under the same read (0.5164 its own); eff dim 3,130 vs 19.5; shift consistency 0.11 vs 0.94","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ01 | Label-free RS0 on CIFAR, novelty-only (5,746 codons, 3 seeds) | greedy label read TEST 0.3385 / 0.3390 / 0.3324 vs record RS0 720 codons 0.4051 under the same read (0.5164 its own); eff dim 3,130 vs 19.5; shift consistency 0.11 vs 0.94 | unique outputs are not unique observations: novelty alone fills the card with hashes (Astra ran the seeds; Claude computed the baseline)"}},{"first_score_seen":null,"group":"AJ","id":"AJ02","label":"Unlabeled expand/compress stack over the label-free RS0, full 40k rows on a 96 GB card (killed at pair 2)","link":"","note":"dimension set by cap and block size, not by the data; stopped by Payton to redesign at small scale","parents":["AJ01"],"result":"RS0 eff dim 4,528; EXPAND +3,254 codons to the 9,000 cap (eff dim 6,793, 0.7 per codon); COMPRESS 9,000 to 1,000 blocks (eff dim 949); EXPAND re-inflated at 1 dim per codon; no label read taken","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ02 | Unlabeled expand/compress stack over the label-free RS0, full 40k rows on a 96 GB card (killed at pair 2) | RS0 eff dim 4,528; EXPAND +3,254 codons to the 9,000 cap (eff dim 6,793, 0.7 per codon); COMPRESS 9,000 to 1,000 blocks (eff dim 949); EXPAND re-inflated at 1 dim per codon; no label read taken | dimension set by cap and block size, not by the data; stopped by Payton to redesign at small scale"}},{"first_score_seen":0.5076,"group":"AJ","id":"AJ03","label":"LC stack v1: labels in COMPRESS only, expansion by novelty, RS0 = invariance-gated (shift, rot 20, occlusion), MNIST 10k rows","link":"","note":"compress pool excluded RS0, so it had to build from novelty codons: the stack fell below its own floor","parents":["AJ02"],"result":"TEST 0.5076 after 4 pairs vs 0.7366 labels on RS0 alone; random-RS0 null 0.2598 vs 0.6714","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ03 | LC stack v1: labels in COMPRESS only, expansion by novelty, RS0 = invariance-gated (shift, rot 20, occlusion), MNIST 10k rows | TEST 0.5076 after 4 pairs vs 0.7366 labels on RS0 alone; random-RS0 null 0.2598 vs 0.6714 | compress pool excluded RS0, so it had to build from novelty codons: the stack fell below its own floor"}},{"first_score_seen":0.8014,"group":"AJ","id":"AJ04","label":"LC stack v2: compress may pick RS0 codons, RS0 grown to 300 invariant codons, MNIST 10k rows","link":"","note":"invariance-gated RS0 is real material (+16 pts over random codons); novelty expansion is not (labels pick 81, then 0, 13, 3 of its codons)","parents":["AJ03"],"result":"TEST 0.8014 vs 0.8305 labels on RS0 alone; val 0.8090 -> 0.8170 (+0.8, 81 of 720 members from the expansion) -> 0.8135 -> 0.7975 -> 0.7790; null 0.6277 vs 0.6714","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ04 | LC stack v2: compress may pick RS0 codons, RS0 grown to 300 invariant codons, MNIST 10k rows | TEST 0.8014 vs 0.8305 labels on RS0 alone; val 0.8090 -> 0.8170 (+0.8, 81 of 720 members from the expansion) -> 0.8135 -> 0.7975 -> 0.7790; null 0.6277 vs 0.6714 | invariance-gated RS0 is real material (+16 pts over random codons); novelty expansion is not (labels pick 81, then 0, 13, 3 of its codons)"}},{"first_score_seen":0.8113,"group":"AJ","id":"AJ05","label":"LC stack v3: invariance gate on the expansion too (novel AND survives shift/rot/occlusion), MNIST 10k rows, 3 seeds","link":"","note":"v4 (experts from raw codons only, no experts of experts) was launched and killed 2 minutes in when Payton stopped the day; not run","parents":["AJ04"],"result":"3 seeds TEST 0.8113 / 0.8115 / 0.8292 vs labels-on-RS0-alone 0.8339 / 0.8017 / 0.8511 (1 of 3 above control). Val: pair 1 +1.75 / +2.45 / +0.6 over RS0 alone with 118 / 133 expansion members picked, then flat or down (medians of medians in later compresses)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ05 | LC stack v3: invariance gate on the expansion too (novel AND survives shift/rot/occlusion), MNIST 10k rows, 3 seeds | 3 seeds TEST 0.8113 / 0.8115 / 0.8292 vs labels-on-RS0-alone 0.8339 / 0.8017 / 0.8511 (1 of 3 above control). Val: pair 1 +1.75 / +2.45 / +0.6 over RS0 alone with 118 / 133 expansion members picked, then flat or down (medians of medians in later compresses) | v4 (experts from raw codons only, no experts of experts) was launched and killed 2 minutes in when Payton stopped the day; not run"}},{"first_score_seen":0.8829,"group":"AK","id":"AK02","label":"v5 shape read: codons emit map geometry (centroid, axis, elongation, folds), read = per-class median shape prototypes, no weights; MNIST 10k","link":"","note":"the shape read stops the memorisation the tally caused; RS1 shapes more oriented and folded than RS0","parents":["AK01"],"result":"TEST 0.8829/0.8804/0.8711 vs tournament 0.8245/0.8228 same machine and seeds (+5.5 every seed); no guard breach in 20k rounds; probe 0.934-0.942 (gap 5-6 vs 10-11)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK02 | v5 shape read: codons emit map geometry (centroid, axis, elongation, folds), read = per-class median shape prototypes, no weights; MNIST 10k | TEST 0.8829/0.8804/0.8711 vs tournament 0.8245/0.8228 same machine and seeds (+5.5 every seed); no guard breach in 20k rounds; probe 0.934-0.942 (gap 5-6 vs 10-11) | the shape read stops the memorisation the tally caused; RS1 shapes more oriented and folded than RS0"}},{"first_score_seen":0.4435,"group":"AK","id":"AK03","label":"v5c shape read on CIFAR-10 (10k rows, then 38k rows, guard reporting)","link":"","note":"guard report changed nothing at 10k (+0.1); rows moved shape +2.4/+4.0","parents":["AK02"],"result":"10k rows: shape 0.4435/0.4521 vs tournament 0.3960 (all halted round 1000); 38k rows: shape 0.4844/0.4769 vs tournament 0.4155; probe 0.55-0.58; record RS0 alone 0.5164","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK03 | v5c shape read on CIFAR-10 (10k rows, then 38k rows, guard reporting) | 10k rows: shape 0.4435/0.4521 vs tournament 0.3960 (all halted round 1000); 38k rows: shape 0.4844/0.4769 vs tournament 0.4155; probe 0.55-0.58; record RS0 alone 0.5164 | guard report changed nothing at 10k (+0.1); rows moved shape +2.4/+4.0"}},{"first_score_seen":0.4196,"group":"AK","id":"AK04","label":"Scaling axes on CIFAR 38k, single-field children of v5c2: RS0 width 720, RS1 width 300, rich shape (11 numbers), second composition level","link":"","note":"width raises the bank's ceiling and the unweighted shape read cannot follow it (dilution); next: per-class codon selection in the read, weight-free. Shape maps in Desktop/RadialSpace_canonical/map_*.png","parents":["AK03"],"result":"w1 RS0 720: 0.4196/0.4360 LOSE (ceiling 0.65); w2 RS1 300: 0.4968/0.4860 tie; s2 level 2: 0.4894/0.4873 tie (ceiling 0.58); s1 rich shape: 0.4979/0.5014 (+1.35/+2.45, mean +1.9, best CIFAR shape numbers)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK04 | Scaling axes on CIFAR 38k, single-field children of v5c2: RS0 width 720, RS1 width 300, rich shape (11 numbers), second composition level | w1 RS0 720: 0.4196/0.4360 LOSE (ceiling 0.65); w2 RS1 300: 0.4968/0.4860 tie; s2 level 2: 0.4894/0.4873 tie (ceiling 0.58); s1 rich shape: 0.4979/0.5014 (+1.35/+2.45, mean +1.9, best CIFAR shape numbers) | width raises the bank's ceiling and the unweighted shape read cannot follow it (dilution); next: per-class codon selection in the read, weight-free. Shape maps in Desktop/RadialSpace_canonical/map_*.png"}},{"first_score_seen":0.5216,"group":"AK","id":"AK05","label":"Selection shape read: every class scored on the union of each class's 60 most separating codons (weight-free, re-measured every 250 rounds); CIFAR 38k rows","link":"","note":"per-class codon sets are not comparable across classes (read 0.25); the union is. Selection is the lever that lets the shape read use width; ledger 44 lines","parents":["AK04"],"result":"k2 width 150: TEST 0.5216 / 0.5125 vs parent 0.4844 / 0.4769 (+3.7 / +3.6, both seeds over the 2-pt bar); seed 0 passes the record RS0 alone (0.5164) with 250 label-free codons vs 720 labeled. k1 width 720: 0.4664 / 0.4846 vs w1 0.4196 / 0.4360 (+4.7 / +4.9), ceiling 0.66","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK05 | Selection shape read: every class scored on the union of each class's 60 most separating codons (weight-free, re-measured every 250 rounds); CIFAR 38k rows | k2 width 150: TEST 0.5216 / 0.5125 vs parent 0.4844 / 0.4769 (+3.7 / +3.6, both seeds over the 2-pt bar); seed 0 passes the record RS0 alone (0.5164) with 250 label-free codons vs 720 labeled. k1 width 720: 0.4664 / 0.4846 vs w1 0.4196 / 0.4360 (+4.7 / +4.9), ceiling 0.66 | per-class codon sets are not comparable across classes (read 0.25); the union is. Selection is the lever that lets the shape read use width; ledger 44 lines"}},{"first_score_seen":0.8328,"group":"AK","id":"AK01","label":"Canonical baseline rs_baseline_mnist.yaml (joint evolution, tournament read, invariance gate), MNIST 10k rows","link":"","note":"machine effect pod vs local -0.9 pt; variants v1 guard-report tie, v2 fit20k +2.1 (candidate), v3 frozen tie, v4 ep4 tie. Harness scripts_live/stage/rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl","parents":["AJ06"],"result":"TEST baseline 0.8328/0.8325/0.8036/0.7907 (local s0,s1; pod s2,s3), pod s0/s1 0.8245/0.8228; frozen_rs0 control 0.8355/0.8223/0.8123; random-bank null 0.7791; probe 0.93-0.94; every run halted on the 4-pt fit-val guard","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-18","visual":{"node_color_status":"null","visible_text":"AK01 | Canonical baseline rs_baseline_mnist.yaml (joint evolution, tournament read, invariance gate), MNIST 10k rows | TEST baseline 0.8328/0.8325/0.8036/0.7907 (local s0,s1; pod s2,s3), pod s0/s1 0.8245/0.8228; frozen_rs0 control 0.8355/0.8223/0.8123; random-bank null 0.7791; probe 0.93-0.94; every run halted on the 4-pt fit-val guard | machine effect pod vs local -0.9 pt; variants v1 guard-report tie, v2 fit20k +2.1 (candidate), v3 frozen tie, v4 ep4 tie. Harness scripts_live/stage/rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl"}},{"first_score_seen":null,"group":"activation","id":"PN","label":"PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued","link":"","note":"2-GPU pod s4stvf, 2026-09-17 02:15 UTC","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"PN | PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued | 2-GPU pod s4stvf, 2026-09-17 02:15 UTC"}},{"first_score_seen":0.5457,"group":"activation","id":"A2","label":"A2. Activation substrate, wave 2: shapes that look across the grid (normalisation, local contrast, derivatives, spatial competition, ranks, geometry) instead of one cell","link":"","note":"Most A2 activations were null; the late spatial concat/control arms gave small fused gains, not standalone RS1 records.","parents":["A","hierarchy"],"result":"A2 closed: late best A2-26 fused 0.5457; A2-25 fused 0.5407 vs record 0.5339","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"A2 | A2. Activation substrate, wave 2: shapes that look across the grid (normalisation, local contrast, derivatives, spatial competition, ranks, geometry) instead of one cell | A2 closed: late best A2-26 fused 0.5457; A2-25 fused 0.5407 vs record 0.5339 | Most A2 activations were null; the late spatial concat/control arms gave small fused gains, not standalone RS1 records."}},{"first_score_seen":0.5407,"group":"activation","id":"A2-25","label":"A2-25 spatrank,id (claude): spatial rank beside the control","link":"","note":"spatrank,id spatial-rank-plus-control substrate; landed after stale running state.","parents":["A2"],"result":"TEST fused 0.5407 vs record 0.5339; RS1 0.5094","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"A2-25 | A2-25 spatrank,id (claude): spatial rank beside the control | TEST fused 0.5407 vs record 0.5339; RS1 0.5094 | spatrank,id spatial-rank-plus-control substrate; landed after stale running state."}},{"first_score_seen":0.5457,"group":"activation","id":"A2-26","label":"A2-26 gridz,locontrast,gradmag (claude): three spatial shapes side by side","link":"","note":"gridz,locontrast,gradmag three-shape spatial substrate; landed after stale running state.","parents":["A2"],"result":"TEST fused 0.5457 vs record 0.5339; RS1 0.4909","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"A2-26 | A2-26 gridz,locontrast,gradmag (claude): three spatial shapes side by side | TEST fused 0.5457 vs record 0.5339; RS1 0.4909 | gridz,locontrast,gradmag three-shape spatial substrate; landed after stale running state."}},{"first_score_seen":0.2247,"group":"activation","id":"lifts","label":"Post-activation lifts: a^2, |a|, composites |ai-aj|","link":"","note":"Square is the one transform that reorganised the codon map. On the record the lifts add nothing after the fact (+0.65 inside noise).","parents":["polarity_unlab"],"result":"row 100: 0.2247 -> 0.3433 (raw+square+composite)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-14","visual":{"node_color_status":"gain","visible_text":"lifts | Post-activation lifts: a^2, |a|, composites |ai-aj| | row 100: 0.2247 -> 0.3433 (raw+square+composite) | Square is the one transform that reorganised the codon map. On the record the lifts add nothing after the fact (+0.65 inside noise)."}},{"first_score_seen":0.5365,"group":"activation","id":"A","label":"A. Activation substrate: S0 from phi(a), 13 shapes + concat","link":"","note":"complete 2026-09-15 01:10 UTC; per-shape nodes A01-A31; codon maps phi_sub_* and phi_overlay on the site","parents":["lifts","record"],"result":"31 of 31 run: no substrate beats the record (best fused 0.5365 neg); sign-dropping shapes cost RS1 1-9 pts","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A | A. Activation substrate: S0 from phi(a), 13 shapes + concat | 31 of 31 run: no substrate beats the record (best fused 0.5365 neg); sign-dropping shapes cost RS1 1-9 pts | complete 2026-09-15 01:10 UTC; per-shape nodes A01-A31; codon maps phi_sub_* and phi_overlay on the site"}},{"first_score_seen":0.5022,"group":"activation","id":"A01","label":"A01 id (claude)","link":"","note":"TEST RESULT A01 phi=id (pod p18 GPU 0, claude_phi_substrate.py, 1102 s): RS1 over phi(S0) test 0.5022 (val 0.5059), RS0+RS1 fused 0.5342 (val 0.5436). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.5022, fused 0.5342","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A01 | A01 id (claude) | RS1 0.5022, fused 0.5342 | TEST RESULT A01 phi=id (pod p18 GPU 0, claude_phi_substrate.py, 1102 s): RS1 over phi(S0) test 0.5022 (val 0.5059), RS0+RS1 fused 0.5342 (val 0.5436). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4591,"group":"activation","id":"A02","label":"A02 sq (claude)","link":"","note":"TEST RESULT A02 phi=sq (pod p18 GPU 1, claude_phi_substrate.py, 1083 s): RS1 over phi(S0) test 0.4591 (val 0.4700), RS0+RS1 fused 0.5263 (val 0.5364). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4591, fused 0.5263","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A02 | A02 sq (claude) | RS1 0.4591, fused 0.5263 | TEST RESULT A02 phi=sq (pod p18 GPU 1, claude_phi_substrate.py, 1083 s): RS1 over phi(S0) test 0.4591 (val 0.4700), RS0+RS1 fused 0.5263 (val 0.5364). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4617,"group":"activation","id":"A03","label":"A03 abs (claude)","link":"","note":"TEST RESULT A03 phi=abs (pod p22 GPU 0, claude_phi_substrate.py, 1049 s): RS1 over phi(S0) test 0.4617 (val 0.4806), RS0+RS1 fused 0.5201 (val 0.5360). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4617, fused 0.5201","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A03 | A03 abs (claude) | RS1 0.4617, fused 0.5201 | TEST RESULT A03 phi=abs (pod p22 GPU 0, claude_phi_substrate.py, 1049 s): RS1 over phi(S0) test 0.4617 (val 0.4806), RS0+RS1 fused 0.5201 (val 0.5360). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4976,"group":"activation","id":"A04","label":"A04 ssqrt (claude)","link":"","note":"TEST RESULT A04 phi=ssqrt: RS1 over phi(S0) test 0.4976 (val 0.5094), RS0+RS1 fused 0.5325 (val 0.5398), 993s. Reference: RS1 0.5025, fused 0.5339. no gain.","parents":["A"],"result":"RS1 0.4976, fused 0.5325","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A04 | A04 ssqrt (claude) | RS1 0.4976, fused 0.5325 | TEST RESULT A04 phi=ssqrt: RS1 over phi(S0) test 0.4976 (val 0.5094), RS0+RS1 fused 0.5325 (val 0.5398), 993s. Reference: RS1 0.5025, fused 0.5339. no gain."}},{"first_score_seen":0.4947,"group":"activation","id":"A05","label":"A05 sign (claude)","link":"","note":"TEST RESULT A05 phi=sign (pod p22 GPU 1, claude_phi_substrate.py, 1063 s): RS1 over phi(S0) test 0.4947 (val 0.4981), RS0+RS1 fused 0.5326 (val 0.5406). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4947, fused 0.5326","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A05 | A05 sign (claude) | RS1 0.4947, fused 0.5326 | TEST RESULT A05 phi=sign (pod p22 GPU 1, claude_phi_substrate.py, 1063 s): RS1 over phi(S0) test 0.4947 (val 0.4981), RS0+RS1 fused 0.5326 (val 0.5406). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4965,"group":"activation","id":"A06","label":"A06 tanh (claude)","link":"","note":"TEST RESULT A06 phi=tanh: RS1 over phi(S0) test 0.4965 (val 0.5084), RS0+RS1 fused 0.5331 (val 0.5408), 1010s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_tanh.json.","parents":["A"],"result":"RS1 0.4965, fused 0.5331","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A06 | A06 tanh (claude) | RS1 0.4965, fused 0.5331 | TEST RESULT A06 phi=tanh: RS1 over phi(S0) test 0.4965 (val 0.5084), RS0+RS1 fused 0.5331 (val 0.5408), 1010s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_tanh.json."}},{"first_score_seen":0.4721,"group":"activation","id":"A07","label":"A07 logabs (claude)","link":"","note":"TEST RESULT A07 phi=logabs: RS1 over phi(S0) test 0.4721 (val 0.4770), RS0+RS1 fused 0.5279 (val 0.5364), 988s. Reference: RS1 0.5025, fused 0.5339. no gain.","parents":["A"],"result":"RS1 0.4721, fused 0.5279","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A07 | A07 logabs (claude) | RS1 0.4721, fused 0.5279 | TEST RESULT A07 phi=logabs: RS1 over phi(S0) test 0.4721 (val 0.4770), RS0+RS1 fused 0.5279 (val 0.5364), 988s. Reference: RS1 0.5025, fused 0.5339. no gain."}},{"first_score_seen":0.5057,"group":"activation","id":"A08","label":"A08 rank (claude)","link":"","note":"TEST RESULT A08 phi=rank (pod p22 GPU 2, claude_phi_substrate.py, 1090 s): RS1 over phi(S0) test 0.5057 (val 0.5114), RS0+RS1 fused 0.5321 (val 0.5391). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.5057, fused 0.5321","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A08 | A08 rank (claude) | RS1 0.5057, fused 0.5321 | TEST RESULT A08 phi=rank (pod p22 GPU 2, claude_phi_substrate.py, 1090 s): RS1 over phi(S0) test 0.5057 (val 0.5114), RS0+RS1 fused 0.5321 (val 0.5391). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4151,"group":"activation","id":"A09","label":"A09 thr (claude)","link":"","note":"TEST RESULT A09 phi=thr: RS1 over phi(S0) test 0.4151 (val 0.4156), RS0+RS1 fused 0.5027 (val 0.5093), 1011s. Reference: RS1 0.5025, fused 0.5339. no gain.","parents":["A"],"result":"RS1 0.4151, fused 0.5027","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A09 | A09 thr (claude) | RS1 0.4151, fused 0.5027 | TEST RESULT A09 phi=thr: RS1 over phi(S0) test 0.4151 (val 0.4156), RS0+RS1 fused 0.5027 (val 0.5093), 1011s. Reference: RS1 0.5025, fused 0.5339. no gain."}},{"first_score_seen":0.4994,"group":"activation","id":"A10","label":"A10 pos (claude)","link":"","note":"TEST RESULT A10 phi=pos: RS1 over phi(S0) test 0.4994 (val 0.5025), RS0+RS1 fused 0.5339 (val 0.5424), 1000s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_pos.json.","parents":["A"],"result":"RS1 0.4994, fused 0.5339","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A10 | A10 pos (claude) | RS1 0.4994, fused 0.5339 | TEST RESULT A10 phi=pos: RS1 over phi(S0) test 0.4994 (val 0.5025), RS0+RS1 fused 0.5339 (val 0.5424), 1000s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_pos.json."}},{"first_score_seen":0.5063,"group":"activation","id":"A11","label":"A11 neg (claude)","link":"","note":"TEST RESULT A11 phi=neg: RS1 over phi(S0) test 0.5063 (val 0.5133), RS0+RS1 fused 0.5365 (val 0.5468), 999s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_neg.json.","parents":["A"],"result":"RS1 0.5063, fused 0.5365","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A11 | A11 neg (claude) | RS1 0.5063, fused 0.5365 | TEST RESULT A11 phi=neg: RS1 over phi(S0) test 0.5063 (val 0.5133), RS0+RS1 fused 0.5365 (val 0.5468), 999s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_neg.json."}},{"first_score_seen":0.4365,"group":"activation","id":"A12","label":"A12 energy (claude)","link":"","note":"TEST RESULT A12 phi=energy (pod p18 GPU 2, claude_phi_substrate.py, 1086 s): RS1 over phi(S0) test 0.4365 (val 0.4288), RS0+RS1 fused 0.5091 (val 0.5163). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4365, fused 0.5091","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A12 | A12 energy (claude) | RS1 0.4365, fused 0.5091 | TEST RESULT A12 phi=energy (pod p18 GPU 2, claude_phi_substrate.py, 1086 s): RS1 over phi(S0) test 0.4365 (val 0.4288), RS0+RS1 fused 0.5091 (val 0.5163). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4191,"group":"activation","id":"A13","label":"A13 dev (claude)","link":"","note":"TEST RESULT A13 phi=dev: RS1 over phi(S0) test 0.4191 (val 0.4198), RS0+RS1 fused 0.5077 (val 0.5211), 1005s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_dev.json.","parents":["A"],"result":"RS1 0.4191, fused 0.5077","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A13 | A13 dev (claude) | RS1 0.4191, fused 0.5077 | TEST RESULT A13 phi=dev: RS1 over phi(S0) test 0.4191 (val 0.4198), RS0+RS1 fused 0.5077 (val 0.5211), 1005s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_dev.json."}},{"first_score_seen":0.5085,"group":"activation","id":"A14","label":"A14 id,sq,energy (claude)","link":"","note":"TEST RESULT A14 phi=id,sq,energy (pod p18 GPU 1, claude_phi_substrate.py, 1039 s): RS1 over phi(S0) test 0.5085 (val 0.5123), RS0+RS1 fused 0.5324 (val 0.5402). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.5085, fused 0.5324","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A14 | A14 id,sq,energy (claude) | RS1 0.5085, fused 0.5324 | TEST RESULT A14 phi=id,sq,energy (pod p18 GPU 1, claude_phi_substrate.py, 1039 s): RS1 over phi(S0) test 0.5085 (val 0.5123), RS0+RS1 fused 0.5324 (val 0.5402). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.49,"group":"activation","id":"A15","label":"A15 sqsigned (claude)","link":"","note":"TEST RESULT A15 phi=sqsigned: RS1 over phi(S0) test 0.4900 (val 0.4956), RS0+RS1 fused 0.5337 (val 0.5397), 979s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_sqsigned.json.","parents":["A"],"result":"RS1 0.4900, fused 0.5337","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A15 | A15 sqsigned (claude) | RS1 0.4900, fused 0.5337 | TEST RESULT A15 phi=sqsigned: RS1 over phi(S0) test 0.4900 (val 0.4956), RS0+RS1 fused 0.5337 (val 0.5397), 979s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_sqsigned.json."}},{"first_score_seen":0.4803,"group":"activation","id":"A16","label":"A16 cube (claude)","link":"","note":"TEST RESULT A16 phi=cube: RS1 over phi(S0) test 0.4803 (val 0.4828), RS0+RS1 fused 0.5238 (val 0.5330), 1007s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_cube.json.","parents":["A"],"result":"RS1 0.4803, fused 0.5238","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A16 | A16 cube (claude) | RS1 0.4803, fused 0.5238 | TEST RESULT A16 phi=cube: RS1 over phi(S0) test 0.4803 (val 0.4828), RS0+RS1 fused 0.5238 (val 0.5330), 1007s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_cube.json."}},{"first_score_seen":0.4939,"group":"activation","id":"A17","label":"A17 relusq (claude)","link":"","note":"TEST RESULT A17 phi=relusq: RS1 over phi(S0) test 0.4939 (val 0.4955), RS0+RS1 fused 0.5347 (val 0.5407), 981s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_relusq.json.","parents":["A"],"result":"RS1 0.4939, fused 0.5347","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A17 | A17 relusq (claude) | RS1 0.4939, fused 0.5347 | TEST RESULT A17 phi=relusq: RS1 over phi(S0) test 0.4939 (val 0.4955), RS0+RS1 fused 0.5347 (val 0.5407), 981s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_relusq.json."}},{"first_score_seen":0.501,"group":"activation","id":"A18","label":"A18 softplus (claude)","link":"","note":"TEST RESULT A18 phi=softplus: RS1 over phi(S0) test 0.5010 (val 0.5017), RS0+RS1 fused 0.5353 (val 0.5366), 975s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_softplus.json.","parents":["A"],"result":"RS1 0.5010, fused 0.5353","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A18 | A18 softplus (claude) | RS1 0.5010, fused 0.5353 | TEST RESULT A18 phi=softplus: RS1 over phi(S0) test 0.5010 (val 0.5017), RS0+RS1 fused 0.5353 (val 0.5366), 975s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_softplus.json."}},{"first_score_seen":0.4933,"group":"activation","id":"A19","label":"A19 exp (claude)","link":"","note":"TEST RESULT A19 phi=exp: RS1 over phi(S0) test 0.4933 (val 0.5058), RS0+RS1 fused 0.5309 (val 0.5430), 971s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_exp.json.","parents":["A"],"result":"RS1 0.4933, fused 0.5309","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A19 | A19 exp (claude) | RS1 0.4933, fused 0.5309 | TEST RESULT A19 phi=exp: RS1 over phi(S0) test 0.4933 (val 0.5058), RS0+RS1 fused 0.5309 (val 0.5430), 971s. Reference: RS1 0.5025, fused 0.5339. no gain. Map uploaded: codonmap_phi_sub_exp.json."}},{"first_score_seen":0.4926,"group":"activation","id":"A2-01","label":"A2-01 divnorm (claude): divisive normalisation by the grid's own energy","link":"","note":"TEST RESULT A2-01 phi=divnorm (pod p18 GPU 1, claude_phi_substrate.py, 1021 s): RS1 over phi(S0) test 0.4926 (val 0.4960), RS0+RS1 fused 0.5302 (val 0.5392). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4926, fused 0.5302","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-01 | A2-01 divnorm (claude): divisive normalisation by the grid's own energy | RS1 0.4926, fused 0.5302 | TEST RESULT A2-01 phi=divnorm (pod p18 GPU 1, claude_phi_substrate.py, 1021 s): RS1 over phi(S0) test 0.4926 (val 0.4960), RS0+RS1 fused 0.5302 (val 0.5392). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4468,"group":"activation","id":"A2-02","label":"A2-02 gridz (claude): z within the image's own grid: level removed","link":"","note":"TEST RESULT A2-02 phi=gridz (pod p18 GPU 2, claude_phi_substrate.py, 1015 s): RS1 over phi(S0) test 0.4468 (val 0.4424), RS0+RS1 fused 0.5310 (val 0.5398). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4468, fused 0.5310","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-02 | A2-02 gridz (claude): z within the image's own grid: level removed | RS1 0.4468, fused 0.5310 | TEST RESULT A2-02 phi=gridz (pod p18 GPU 2, claude_phi_substrate.py, 1015 s): RS1 over phi(S0) test 0.4468 (val 0.4424), RS0+RS1 fused 0.5310 (val 0.5398). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4165,"group":"activation","id":"A2-03","label":"A2-03 locontrast (claude): cell minus 3x3 neighbourhood: centre-surround","link":"","note":"TEST RESULT A2-03 phi=locontrast (pod p18 GPU 1, claude_phi_substrate.py, 1013 s): RS1 over phi(S0) test 0.4165 (val 0.4103), RS0+RS1 fused 0.5208 (val 0.5258). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4165, fused 0.5208","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-03 | A2-03 locontrast (claude): cell minus 3x3 neighbourhood: centre-surround | RS1 0.4165, fused 0.5208 | TEST RESULT A2-03 phi=locontrast (pod p18 GPU 1, claude_phi_substrate.py, 1013 s): RS1 over phi(S0) test 0.4165 (val 0.4103), RS0+RS1 fused 0.5208 (val 0.5258). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4561,"group":"activation","id":"A2-04","label":"A2-04 gradmag (claude): spatial gradient magnitude of the map","link":"","note":"TEST RESULT A2-04 phi=gradmag (pod p18 GPU 2, claude_phi_substrate.py, 1019 s): RS1 over phi(S0) test 0.4561 (val 0.4653), RS0+RS1 fused 0.5317 (val 0.5403). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4561, fused 0.5317","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-04 | A2-04 gradmag (claude): spatial gradient magnitude of the map | RS1 0.4561, fused 0.5317 | TEST RESULT A2-04 phi=gradmag (pod p18 GPU 2, claude_phi_substrate.py, 1019 s): RS1 over phi(S0) test 0.4561 (val 0.4653), RS0+RS1 fused 0.5317 (val 0.5403). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.3989,"group":"activation","id":"A2-05","label":"A2-05 lap (claude): laplacian: blobs vs ridges","link":"","note":"TEST RESULT A2-05 phi=lap (pod p22 GPU 0, claude_phi_substrate.py, 1145 s): RS1 over phi(S0) test 0.3989 (val 0.4012), RS0+RS1 fused 0.5147 (val 0.5214). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.3989, fused 0.5147","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-05 | A2-05 lap (claude): laplacian: blobs vs ridges | RS1 0.3989, fused 0.5147 | TEST RESULT A2-05 phi=lap (pod p22 GPU 0, claude_phi_substrate.py, 1145 s): RS1 over phi(S0) test 0.3989 (val 0.4012), RS0+RS1 fused 0.5147 (val 0.5214). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.422,"group":"activation","id":"A2-06","label":"A2-06 spatrank (claude): rank of the cell inside its grid","link":"","note":"TEST RESULT A2-06 phi=spatrank (pod p22 GPU 1, claude_phi_substrate.py, 1159 s): RS1 over phi(S0) test 0.4220 (val 0.4188), RS0+RS1 fused 0.5347 (val 0.5417). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4220, fused 0.5347","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-06 | A2-06 spatrank (claude): rank of the cell inside its grid | RS1 0.4220, fused 0.5347 | TEST RESULT A2-06 phi=spatrank (pod p22 GPU 1, claude_phi_substrate.py, 1159 s): RS1 over phi(S0) test 0.4220 (val 0.4188), RS0+RS1 fused 0.5347 (val 0.5417). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.473,"group":"activation","id":"A2-07","label":"A2-07 spatsoft (claude): softmax over the grid: spatial competition","link":"","note":"TEST RESULT A2-07 phi=spatsoft (pod p22 GPU 2, claude_phi_substrate.py, 1145 s): RS1 over phi(S0) test 0.4730 (val 0.4749), RS0+RS1 fused 0.5329 (val 0.5415). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4730, fused 0.5329","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-07 | A2-07 spatsoft (claude): softmax over the grid: spatial competition | RS1 0.4730, fused 0.5329 | TEST RESULT A2-07 phi=spatsoft (pod p22 GPU 2, claude_phi_substrate.py, 1145 s): RS1 over phi(S0) test 0.4730 (val 0.4749), RS0+RS1 fused 0.5329 (val 0.5415). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4116,"group":"activation","id":"A2-08","label":"A2-08 wta (claude): winner take all: top 8 cells only","link":"","note":"TEST RESULT A2-08 phi=wta (pod p22 GPU 0, claude_phi_substrate.py, 995 s): RS1 over phi(S0) test 0.4116 (val 0.4124), RS0+RS1 fused 0.5187 (val 0.5233). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4116, fused 0.5187","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-08 | A2-08 wta (claude): winner take all: top 8 cells only | RS1 0.4116, fused 0.5187 | TEST RESULT A2-08 phi=wta (pod p22 GPU 0, claude_phi_substrate.py, 995 s): RS1 over phi(S0) test 0.4116 (val 0.4124), RS0+RS1 fused 0.5187 (val 0.5233). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4281,"group":"activation","id":"A2-09","label":"A2-09 peakrel (claude): cell relative to the grid's peak","link":"","note":"TEST RESULT A2-09 phi=peakrel (pod p22 GPU 1, claude_phi_substrate.py, 1037 s): RS1 over phi(S0) test 0.4281 (val 0.4310), RS0+RS1 fused 0.5181 (val 0.5249). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4281, fused 0.5181","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-09 | A2-09 peakrel (claude): cell relative to the grid's peak | RS1 0.4281, fused 0.5181 | TEST RESULT A2-09 phi=peakrel (pod p22 GPU 1, claude_phi_substrate.py, 1037 s): RS1 over phi(S0) test 0.4281 (val 0.4310), RS0+RS1 fused 0.5181 (val 0.5249). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4974,"group":"activation","id":"A2-10","label":"A2-10 blur (claude): 3x3 mean: coarser scale","link":"","note":"TEST RESULT A2-10 phi=blur (pod p22 GPU 2, claude_phi_substrate.py, 1017 s): RS1 over phi(S0) test 0.4974 (val 0.5049), RS0+RS1 fused 0.5317 (val 0.5389). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4974, fused 0.5317","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-10 | A2-10 blur (claude): 3x3 mean: coarser scale | RS1 0.4974, fused 0.5317 | TEST RESULT A2-10 phi=blur (pod p22 GPU 2, claude_phi_substrate.py, 1017 s): RS1 over phi(S0) test 0.4974 (val 0.5049), RS0+RS1 fused 0.5317 (val 0.5389). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.494,"group":"activation","id":"A2-11","label":"A2-11 sharpen (claude): edges amplified (2z minus blur)","link":"","note":"TEST RESULT A2-11 phi=sharpen (pod p22 GPU 0, claude_phi_substrate.py, 972 s): RS1 over phi(S0) test 0.4940 (val 0.5034), RS0+RS1 fused 0.5317 (val 0.5425). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4940, fused 0.5317","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-11 | A2-11 sharpen (claude): edges amplified (2z minus blur) | RS1 0.4940, fused 0.5317 | TEST RESULT A2-11 phi=sharpen (pod p22 GPU 0, claude_phi_substrate.py, 972 s): RS1 over phi(S0) test 0.4940 (val 0.5034), RS0+RS1 fused 0.5317 (val 0.5425). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5055,"group":"activation","id":"A2-12","label":"A2-12 maxpool (claude): 3x3 max: dilation","link":"","note":"TEST RESULT A2-12 phi=maxpool (pod p22 GPU 1, claude_phi_substrate.py, 1005 s): RS1 over phi(S0) test 0.5055 (val 0.5096), RS0+RS1 fused 0.5292 (val 0.5415). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.5055, fused 0.5292","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-12 | A2-12 maxpool (claude): 3x3 max: dilation | RS1 0.5055, fused 0.5292 | TEST RESULT A2-12 phi=maxpool (pod p22 GPU 1, claude_phi_substrate.py, 1005 s): RS1 over phi(S0) test 0.5055 (val 0.5096), RS0+RS1 fused 0.5292 (val 0.5415). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4958,"group":"activation","id":"A2-13","label":"A2-13 transpose (claude): map transposed","link":"","note":"TEST RESULT A2-13 phi=transpose (pod p22 GPU 2, claude_phi_substrate.py, 986 s): RS1 over phi(S0) test 0.4958 (val 0.5086), RS0+RS1 fused 0.5303 (val 0.5402). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4958, fused 0.5303","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-13 | A2-13 transpose (claude): map transposed | RS1 0.4958, fused 0.5303 | TEST RESULT A2-13 phi=transpose (pod p22 GPU 2, claude_phi_substrate.py, 986 s): RS1 over phi(S0) test 0.4958 (val 0.5086), RS0+RS1 fused 0.5303 (val 0.5402). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5073,"group":"activation","id":"A2-14","label":"A2-14 rot90 (claude): map rotated 90 deg","link":"","note":"TEST RESULT A2-14 phi=rot90 (pod p22 GPU 0, claude_phi_substrate.py, 988 s): RS1 over phi(S0) test 0.5073 (val 0.5129), RS0+RS1 fused 0.5344 (val 0.5420). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.5073, fused 0.5344","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-14 | A2-14 rot90 (claude): map rotated 90 deg | RS1 0.5073, fused 0.5344 | TEST RESULT A2-14 phi=rot90 (pod p22 GPU 0, claude_phi_substrate.py, 988 s): RS1 over phi(S0) test 0.5073 (val 0.5129), RS0+RS1 fused 0.5344 (val 0.5420). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4822,"group":"activation","id":"A2-15","label":"A2-15 ternary (claude): -1/0/+1 with a dead band","link":"","note":"TEST RESULT A2-15 phi=ternary (pod p22 GPU 1, claude_phi_substrate.py, 996 s): RS1 over phi(S0) test 0.4822 (val 0.4907), RS0+RS1 fused 0.5250 (val 0.5340). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4822, fused 0.5250","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-15 | A2-15 ternary (claude): -1/0/+1 with a dead band | RS1 0.4822, fused 0.5250 | TEST RESULT A2-15 phi=ternary (pod p22 GPU 1, claude_phi_substrate.py, 996 s): RS1 over phi(S0) test 0.4822 (val 0.4907), RS0+RS1 fused 0.5250 (val 0.5340). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4876,"group":"activation","id":"A2-16","label":"A2-16 clipz (claude): z clipped to [-1,1]","link":"","note":"TEST RESULT A2-16 phi=clipz (pod p22 GPU 2, claude_phi_substrate.py, 1018 s): RS1 over phi(S0) test 0.4876 (val 0.5032), RS0+RS1 fused 0.5304 (val 0.5385). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4876, fused 0.5304","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-16 | A2-16 clipz (claude): z clipped to [-1,1] | RS1 0.4876, fused 0.5304 | TEST RESULT A2-16 phi=clipz (pod p22 GPU 2, claude_phi_substrate.py, 1018 s): RS1 over phi(S0) test 0.4876 (val 0.5032), RS0+RS1 fused 0.5304 (val 0.5385). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4996,"group":"activation","id":"A2-17","label":"A2-17 sigmoid4 (claude): steep logistic","link":"","note":"TEST RESULT A2-17 phi=sigmoid4 (pod p22 GPU 0, claude_phi_substrate.py, 1004 s): RS1 over phi(S0) test 0.4996 (val 0.5018), RS0+RS1 fused 0.5323 (val 0.5373). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4996, fused 0.5323","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-17 | A2-17 sigmoid4 (claude): steep logistic | RS1 0.4996, fused 0.5323 | TEST RESULT A2-17 phi=sigmoid4 (pod p22 GPU 0, claude_phi_substrate.py, 1004 s): RS1 over phi(S0) test 0.4996 (val 0.5018), RS0+RS1 fused 0.5323 (val 0.5373). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4906,"group":"activation","id":"A2-18","label":"A2-18 rowmean (claude): row means only: horizontal structure","link":"","note":"TEST RESULT A2-18 phi=rowmean (pod p22 GPU 1, claude_phi_substrate.py, 1020 s): RS1 over phi(S0) test 0.4906 (val 0.5014), RS0+RS1 fused 0.5243 (val 0.5386). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4906, fused 0.5243","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-18 | A2-18 rowmean (claude): row means only: horizontal structure | RS1 0.4906, fused 0.5243 | TEST RESULT A2-18 phi=rowmean (pod p22 GPU 1, claude_phi_substrate.py, 1020 s): RS1 over phi(S0) test 0.4906 (val 0.5014), RS0+RS1 fused 0.5243 (val 0.5386). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4568,"group":"activation","id":"A2-19","label":"A2-19 colmean (claude): column means only: vertical structure","link":"","note":"TEST RESULT A2-19 phi=colmean (pod p22 GPU 2, claude_phi_substrate.py, 997 s): RS1 over phi(S0) test 0.4568 (val 0.4682), RS0+RS1 fused 0.5135 (val 0.5218). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4568, fused 0.5135","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-19 | A2-19 colmean (claude): column means only: vertical structure | RS1 0.4568, fused 0.5135 | TEST RESULT A2-19 phi=colmean (pod p22 GPU 2, claude_phi_substrate.py, 997 s): RS1 over phi(S0) test 0.4568 (val 0.4682), RS0+RS1 fused 0.5135 (val 0.5218). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4977,"group":"activation","id":"A2-20","label":"A2-20 radial (claude): periphery emphasised","link":"","note":"TEST RESULT A2-20 phi=radial (pod p22 GPU 0, claude_phi_substrate.py, 987 s): RS1 over phi(S0) test 0.4977 (val 0.5073), RS0+RS1 fused 0.5344 (val 0.5417). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4977, fused 0.5344","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-20 | A2-20 radial (claude): periphery emphasised | RS1 0.4977, fused 0.5344 | TEST RESULT A2-20 phi=radial (pod p22 GPU 0, claude_phi_substrate.py, 987 s): RS1 over phi(S0) test 0.4977 (val 0.5073), RS0+RS1 fused 0.5344 (val 0.5417). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4987,"group":"activation","id":"A2-21","label":"A2-21 central (claude): centre emphasised","link":"","note":"TEST RESULT A2-21 phi=central (pod p22 GPU 1, claude_phi_substrate.py, 976 s): RS1 over phi(S0) test 0.4987 (val 0.5002), RS0+RS1 fused 0.5309 (val 0.5374). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.4987, fused 0.5309","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-21 | A2-21 central (claude): centre emphasised | RS1 0.4987, fused 0.5309 | TEST RESULT A2-21 phi=central (pod p22 GPU 1, claude_phi_substrate.py, 976 s): RS1 over phi(S0) test 0.4987 (val 0.5002), RS0+RS1 fused 0.5309 (val 0.5374). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5037,"group":"activation","id":"A2-22","label":"A2-22 divnorm,id (claude): divnorm beside the control","link":"","note":"TEST RESULT A2-22 phi=divnorm,id (pod p22 GPU 2, claude_phi_substrate.py, 978 s): RS1 over phi(S0) test 0.5037 (val 0.5053), RS0+RS1 fused 0.5315 (val 0.5407). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.5037, fused 0.5315","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-22 | A2-22 divnorm,id (claude): divnorm beside the control | RS1 0.5037, fused 0.5315 | TEST RESULT A2-22 phi=divnorm,id (pod p22 GPU 2, claude_phi_substrate.py, 978 s): RS1 over phi(S0) test 0.5037 (val 0.5053), RS0+RS1 fused 0.5315 (val 0.5407). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5089,"group":"activation","id":"A2-23","label":"A2-23 locontrast,id (claude): local contrast beside the control","link":"","note":"TEST RESULT A2-23 phi=locontrast,id (pod p22 GPU 0, claude_phi_substrate.py, 1016 s): RS1 over phi(S0) test 0.5089 (val 0.5087), RS0+RS1 fused 0.5381 (val 0.5440). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.5089, fused 0.5381","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-23 | A2-23 locontrast,id (claude): local contrast beside the control | RS1 0.5089, fused 0.5381 | TEST RESULT A2-23 phi=locontrast,id (pod p22 GPU 0, claude_phi_substrate.py, 1016 s): RS1 over phi(S0) test 0.5089 (val 0.5087), RS0+RS1 fused 0.5381 (val 0.5440). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5075,"group":"activation","id":"A2-24","label":"A2-24 gradmag,id (claude): gradient beside the control","link":"","note":"TEST RESULT A2-24 phi=gradmag,id (pod p22 GPU 1, claude_phi_substrate.py, 997 s): RS1 over phi(S0) test 0.5075 (val 0.5200), RS0+RS1 fused 0.5364 (val 0.5462). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A2"],"result":"RS1 0.5075, fused 0.5364","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A2-24 | A2-24 gradmag,id (claude): gradient beside the control | RS1 0.5075, fused 0.5364 | TEST RESULT A2-24 phi=gradmag,id (pod p22 GPU 1, claude_phi_substrate.py, 997 s): RS1 over phi(S0) test 0.5075 (val 0.5200), RS0+RS1 fused 0.5364 (val 0.5462). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4084,"group":"activation","id":"A20","label":"A20 sin (claude)","link":"","note":"TEST RESULT A20 phi=sin (pod p18 GPU 1, claude_phi_substrate.py, 989 s): RS1 over phi(S0) test 0.4084 (val 0.4044), RS0+RS1 fused 0.4974 (val 0.5074). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4084, fused 0.4974","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A20 | A20 sin (claude) | RS1 0.4084, fused 0.4974 | TEST RESULT A20 phi=sin (pod p18 GPU 1, claude_phi_substrate.py, 989 s): RS1 over phi(S0) test 0.4084 (val 0.4044), RS0+RS1 fused 0.4974 (val 0.5074). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.3318,"group":"activation","id":"A21","label":"A21 cos (claude)","link":"","note":"TEST RESULT A21 phi=cos (pod p18 GPU 2, claude_phi_substrate.py, 997 s): RS1 over phi(S0) test 0.3318 (val 0.3299), RS0+RS1 fused 0.4724 (val 0.4760). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.3318, fused 0.4724","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A21 | A21 cos (claude) | RS1 0.3318, fused 0.4724 | TEST RESULT A21 phi=cos (pod p18 GPU 2, claude_phi_substrate.py, 997 s): RS1 over phi(S0) test 0.3318 (val 0.3299), RS0+RS1 fused 0.4724 (val 0.4760). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4107,"group":"activation","id":"A22","label":"A22 band (claude)","link":"","note":"TEST RESULT A22 phi=band (pod p22 GPU 0, claude_phi_substrate.py, 996 s): RS1 over phi(S0) test 0.4107 (val 0.4071), RS0+RS1 fused 0.4975 (val 0.5096). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4107, fused 0.4975","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A22 | A22 band (claude) | RS1 0.4107, fused 0.4975 | TEST RESULT A22 phi=band (pod p22 GPU 0, claude_phi_substrate.py, 996 s): RS1 over phi(S0) test 0.4107 (val 0.4071), RS0+RS1 fused 0.4975 (val 0.5096). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.418,"group":"activation","id":"A23","label":"A23 tails (claude)","link":"","note":"TEST RESULT A23 phi=tails (pod p22 GPU 1, claude_phi_substrate.py, 1020 s): RS1 over phi(S0) test 0.4180 (val 0.4172), RS0+RS1 fused 0.5064 (val 0.5102). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4180, fused 0.5064","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A23 | A23 tails (claude) | RS1 0.4180, fused 0.5064 | TEST RESULT A23 phi=tails (pod p22 GPU 1, claude_phi_substrate.py, 1020 s): RS1 over phi(S0) test 0.4180 (val 0.4172), RS0+RS1 fused 0.5064 (val 0.5102). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4851,"group":"activation","id":"A24","label":"A24 devq25 (claude)","link":"","note":"TEST RESULT A24 phi=devq25 (pod p22 GPU 2, claude_phi_substrate.py, 1012 s): RS1 over phi(S0) test 0.4851 (val 0.4906), RS0+RS1 fused 0.5278 (val 0.5361). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4851, fused 0.5278","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A24 | A24 devq25 (claude) | RS1 0.4851, fused 0.5278 | TEST RESULT A24 phi=devq25 (pod p22 GPU 2, claude_phi_substrate.py, 1012 s): RS1 over phi(S0) test 0.4851 (val 0.4906), RS0+RS1 fused 0.5278 (val 0.5361). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4213,"group":"activation","id":"A25","label":"A25 devq75 (claude)","link":"","note":"TEST RESULT A25 phi=devq75 (pod p18 GPU 0, claude_phi_substrate.py, 1018 s): RS1 over phi(S0) test 0.4213 (val 0.4259), RS0+RS1 fused 0.5062 (val 0.5214). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4213, fused 0.5062","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A25 | A25 devq75 (claude) | RS1 0.4213, fused 0.5062 | TEST RESULT A25 phi=devq75 (pod p18 GPU 0, claude_phi_substrate.py, 1018 s): RS1 over phi(S0) test 0.4213 (val 0.4259), RS0+RS1 fused 0.5062 (val 0.5214). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4201,"group":"activation","id":"A26","label":"A26 gauss (claude)","link":"","note":"TEST RESULT A26 phi=gauss (pod p18 GPU 1, claude_phi_substrate.py, 1041 s): RS1 over phi(S0) test 0.4201 (val 0.4195), RS0+RS1 fused 0.5055 (val 0.5131). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4201, fused 0.5055","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A26 | A26 gauss (claude) | RS1 0.4201, fused 0.5055 | TEST RESULT A26 phi=gauss (pod p18 GPU 1, claude_phi_substrate.py, 1041 s): RS1 over phi(S0) test 0.4201 (val 0.4195), RS0+RS1 fused 0.5055 (val 0.5131). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4205,"group":"activation","id":"A27","label":"A27 sqrtabs (claude)","link":"","note":"TEST RESULT A27 phi=sqrtabs (pod p18 GPU 2, claude_phi_substrate.py, 1002 s): RS1 over phi(S0) test 0.4205 (val 0.4232), RS0+RS1 fused 0.5079 (val 0.5150). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4205, fused 0.5079","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A27 | A27 sqrtabs (claude) | RS1 0.4205, fused 0.5079 | TEST RESULT A27 phi=sqrtabs (pod p18 GPU 2, claude_phi_substrate.py, 1002 s): RS1 over phi(S0) test 0.4205 (val 0.4232), RS0+RS1 fused 0.5079 (val 0.5150). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4208,"group":"activation","id":"A28","label":"A28 quad2 (claude)","link":"","note":"TEST RESULT A28 phi=quad2 (pod p22 GPU 0, claude_phi_substrate.py, 1014 s): RS1 over phi(S0) test 0.4208 (val 0.4163), RS0+RS1 fused 0.5096 (val 0.5169). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4208, fused 0.5096","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A28 | A28 quad2 (claude) | RS1 0.4208, fused 0.5096 | TEST RESULT A28 phi=quad2 (pod p22 GPU 0, claude_phi_substrate.py, 1014 s): RS1 over phi(S0) test 0.4208 (val 0.4163), RS0+RS1 fused 0.5096 (val 0.5169). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4951,"group":"activation","id":"A29","label":"A29 sq,sign (claude)","link":"","note":"TEST RESULT A29 phi=sq,sign (pod p22 GPU 1, claude_phi_substrate.py, 992 s): RS1 over phi(S0) test 0.4951 (val 0.5088), RS0+RS1 fused 0.5299 (val 0.5433). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4951, fused 0.5299","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A29 | A29 sq,sign (claude) | RS1 0.4951, fused 0.5299 | TEST RESULT A29 phi=sq,sign (pod p22 GPU 1, claude_phi_substrate.py, 992 s): RS1 over phi(S0) test 0.4951 (val 0.5088), RS0+RS1 fused 0.5299 (val 0.5433). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":null,"group":"activation","id":"A3","label":"A3. Scalar post-activation folds: shifted hinges, bumps, rings, double-period waves","link":"","note":"A3 GPU0 scalar post-activation chain completed; no parent-level record claim.","parents":["PHI_BATCH_CLOSED","A2","hierarchy"],"result":"closed: 7 of 18 landed null, the rest killed per the handoff brief (98 pct cross-duplication across phi banks)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3 | A3. Scalar post-activation folds: shifted hinges, bumps, rings, double-period waves | closed: 7 of 18 landed null, the rest killed per the handoff brief (98 pct cross-duplication across phi banks) | A3 GPU0 scalar post-activation chain completed; no parent-level record claim."}},{"first_score_seen":0.527,"group":"activation","id":"A3-01","label":"A3-01 sqshiftm05: (z + 0.5)^2","link":"","note":"A3 phi=sqshiftm05; seconds 1070; map phi_sub_a3_01_sqshiftm05; map: 699 codons | eff dim 12.9 n90 105 shape [1.54, 1.07, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.645}, 'automobile-truck': {'n_gt_0.7': 56, 'max': 0.839}, 'airplane-ship': {'n_gt_0.7': 3, 'max': 0.72}} | pie {'concentration': {'airplane': 0.85, 'automobile': 0.9, 'bird': 0.85, 'cat': 0.94, 'deer': 0.94, 'dog': 0.91, 'frog': 0.8, 'horse': None, 'ship': 0.87, 'truck': 0.86}, 'adjacent': {'cat-dog': 17.1, 'airplane-ship': 27.5, 'automobile-truck': 19.1, 'bird-truck': 31.4}}","parents":["A3"],"result":"TEST fused 0.5270 vs record 0.5339; RS1 0.4939","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-01 | A3-01 sqshiftm05: (z + 0.5)^2 | TEST fused 0.5270 vs record 0.5339; RS1 0.4939 | A3 phi=sqshiftm05; seconds 1070; map phi_sub_a3_01_sqshiftm05; map: 699 codons | eff dim 12.9 n90 105 shape [1.54, 1.07, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.645}, 'automobile-truck': {'n_gt_0.7': 56, 'max': 0.839}, 'airplane-ship': {'n_gt_0.7': 3, 'max': 0.72}} | pie {'concentration': {'airplane': 0.85, 'automobile': 0.9, 'bird': 0.85, 'cat': 0.94, 'deer': 0.94, 'dog': 0.91, 'frog': 0.8, 'horse': None, 'ship': 0.87, 'truck': 0.86}, 'adjacent': {'cat-dog': 17.1, 'airplane-ship': 27.5, 'automobile-truck': 19.1, 'bird-truck': 31.4}}"}},{"first_score_seen":0.593,"group":"activation","id":"A3-02","label":"A3-02 sqshiftp05: (z - 0.5)^2","link":"","note":"A3 phi=sqshiftp05; seconds 1043; map phi_sub_a3_02_sqshiftp05; map: 703 codons | eff dim 13.4 n90 114 shape [1.74, 1.38, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.593}, 'automobile-truck': {'n_gt_0.7': 10, 'max': 0.754}, 'airplane-ship': {'n_gt_0.7': 1, 'max': 0.725}} | pie {'concentration': {'airplane': 0.63, 'automobile': 0.8, 'bird': None, 'cat': 0.9, 'deer': 0.85, 'dog': 0.92, 'frog': 0.77, 'horse': None, 'ship': 0.8, 'truck': 0.81}, 'adjacent': {'cat-dog': 6.6, 'airplane-ship': 62.9, 'automobile-truck': 26.5, 'bird-truck': None}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-02 | A3-02 sqshiftp05: (z - 0.5)^2 | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=sqshiftp05; seconds 1043; map phi_sub_a3_02_sqshiftp05; map: 703 codons | eff dim 13.4 n90 114 shape [1.74, 1.38, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.593}, 'automobile-truck': {'n_gt_0.7': 10, 'max': 0.754}, 'airplane-ship': {'n_gt_0.7': 1, 'max': 0.725}} | pie {'concentration': {'airplane': 0.63, 'automobile': 0.8, 'bird': None, 'cat': 0.9, 'deer': 0.85, 'dog': 0.92, 'frog': 0.77, 'horse': None, 'ship': 0.8, 'truck': 0.81}, 'adjacent': {'cat-dog': 6.6, 'airplane-ship': 62.9, 'automobile-truck': 26.5, 'bird-truck': None}}"}},{"first_score_seen":0.623,"group":"activation","id":"A3-03","label":"A3-03 absshiftm05: |z + 0.5|","link":"","note":"A3 phi=absshiftm05; seconds 1021; map phi_sub_a3_03_absshiftm05; map: 706 codons | eff dim 13.1 n90 130 shape [1.54, 1.07, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.623}, 'automobile-truck': {'n_gt_0.7': 41, 'max': 0.848}, 'airplane-ship': {'n_gt_0.7': 5, 'max': 0.733}} | pie {'concentration': {'airplane': 0.88, 'automobile': 0.87, 'bird': 0.85, 'cat': 0.93, 'deer': 0.88, 'dog': 0.91, 'frog': 0.84, 'horse': 0.77, 'ship': 0.89, 'truck': 0.85}, 'adjacent': {'cat-dog': 5.3, 'airplane-ship': 15.1, 'automobile-truck': 18.9, 'bird-truck': 47.3}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-03 | A3-03 absshiftm05: |z + 0.5| | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=absshiftm05; seconds 1021; map phi_sub_a3_03_absshiftm05; map: 706 codons | eff dim 13.1 n90 130 shape [1.54, 1.07, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.623}, 'automobile-truck': {'n_gt_0.7': 41, 'max': 0.848}, 'airplane-ship': {'n_gt_0.7': 5, 'max': 0.733}} | pie {'concentration': {'airplane': 0.88, 'automobile': 0.87, 'bird': 0.85, 'cat': 0.93, 'deer': 0.88, 'dog': 0.91, 'frog': 0.84, 'horse': 0.77, 'ship': 0.89, 'truck': 0.85}, 'adjacent': {'cat-dog': 5.3, 'airplane-ship': 15.1, 'automobile-truck': 18.9, 'bird-truck': 47.3}}"}},{"first_score_seen":0.628,"group":"activation","id":"A3-04","label":"A3-04 absshiftp05: |z - 0.5|","link":"","note":"A3 phi=absshiftp05; seconds 1048; map phi_sub_a3_04_absshiftp05; map: 706 codons | eff dim 13.3 n90 133 shape [1.79, 1.33, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.628}, 'automobile-truck': {'n_gt_0.7': 14, 'max': 0.741}, 'airplane-ship': {'n_gt_0.7': 1, 'max': 0.702}} | pie {'concentration': {'airplane': 0.7, 'automobile': 0.8, 'bird': 0.86, 'cat': 0.94, 'deer': 0.8, 'dog': 0.92, 'frog': 0.7, 'horse': None, 'ship': 0.83, 'truck': 0.77}, 'adjacent': {'cat-dog': 7.6, 'airplane-ship': 66.8, 'automobile-truck': 24.1, 'bird-truck': 9.0}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-04 | A3-04 absshiftp05: |z - 0.5| | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=absshiftp05; seconds 1048; map phi_sub_a3_04_absshiftp05; map: 706 codons | eff dim 13.3 n90 133 shape [1.79, 1.33, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.628}, 'automobile-truck': {'n_gt_0.7': 14, 'max': 0.741}, 'airplane-ship': {'n_gt_0.7': 1, 'max': 0.702}} | pie {'concentration': {'airplane': 0.7, 'automobile': 0.8, 'bird': 0.86, 'cat': 0.94, 'deer': 0.8, 'dog': 0.92, 'frog': 0.7, 'horse': None, 'ship': 0.83, 'truck': 0.77}, 'adjacent': {'cat-dog': 7.6, 'airplane-ship': 66.8, 'automobile-truck': 24.1, 'bird-truck': 9.0}}"}},{"first_score_seen":0.635,"group":"activation","id":"A3-05","label":"A3-05 gaussm1: exp(-((z + 1)^2) / 0.25)","link":"","note":"A3 phi=gaussm1; seconds 1010; map phi_sub_a3_05_gaussm1; map: 689 codons | eff dim 14.2 n90 154 shape [1.62, 1.08, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.635}, 'automobile-truck': {'n_gt_0.7': 48, 'max': 0.806}, 'airplane-ship': {'n_gt_0.7': 3, 'max': 0.738}} | pie {'concentration': {'airplane': 0.75, 'automobile': 0.83, 'bird': 0.87, 'cat': 0.9, 'deer': 0.96, 'dog': 0.89, 'frog': 0.82, 'horse': 0.69, 'ship': 0.86, 'truck': 0.84}, 'adjacent': {'cat-dog': 16.8, 'airplane-ship': 26.4, 'automobile-truck': 30.0, 'bird-truck': 16.5}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-05 | A3-05 gaussm1: exp(-((z + 1)^2) / 0.25) | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=gaussm1; seconds 1010; map phi_sub_a3_05_gaussm1; map: 689 codons | eff dim 14.2 n90 154 shape [1.62, 1.08, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.635}, 'automobile-truck': {'n_gt_0.7': 48, 'max': 0.806}, 'airplane-ship': {'n_gt_0.7': 3, 'max': 0.738}} | pie {'concentration': {'airplane': 0.75, 'automobile': 0.83, 'bird': 0.87, 'cat': 0.9, 'deer': 0.96, 'dog': 0.89, 'frog': 0.82, 'horse': 0.69, 'ship': 0.86, 'truck': 0.84}, 'adjacent': {'cat-dog': 16.8, 'airplane-ship': 26.4, 'automobile-truck': 30.0, 'bird-truck': 16.5}}"}},{"first_score_seen":0.656,"group":"activation","id":"A3-06","label":"A3-06 gaussp1: exp(-((z - 1)^2) / 0.25)","link":"","note":"A3 phi=gaussp1; seconds 1006; map phi_sub_a3_06_gaussp1; map: 699 codons | eff dim 13.3 n90 121 shape [1.51, 1.16, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.656}, 'automobile-truck': {'n_gt_0.7': 15, 'max': 0.753}, 'airplane-ship': {'n_gt_0.7': 1, 'max': 0.703}} | pie {'concentration': {'airplane': 0.72, 'automobile': 0.82, 'bird': 0.87, 'cat': 0.89, 'deer': 0.9, 'dog': 0.91, 'frog': 0.82, 'horse': 0.87, 'ship': 0.84, 'truck': 0.85}, 'adjacent': {'cat-dog': 8.3, 'airplane-ship': 11.5, 'automobile-truck': 27.2, 'bird-truck': 18.6}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-06 | A3-06 gaussp1: exp(-((z - 1)^2) / 0.25) | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=gaussp1; seconds 1006; map phi_sub_a3_06_gaussp1; map: 699 codons | eff dim 13.3 n90 121 shape [1.51, 1.16, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.656}, 'automobile-truck': {'n_gt_0.7': 15, 'max': 0.753}, 'airplane-ship': {'n_gt_0.7': 1, 'max': 0.703}} | pie {'concentration': {'airplane': 0.72, 'automobile': 0.82, 'bird': 0.87, 'cat': 0.89, 'deer': 0.9, 'dog': 0.91, 'frog': 0.82, 'horse': 0.87, 'ship': 0.84, 'truck': 0.85}, 'adjacent': {'cat-dog': 8.3, 'airplane-ship': 11.5, 'automobile-truck': 27.2, 'bird-truck': 18.6}}"}},{"first_score_seen":0.5021,"group":"activation","id":"A3-07","label":"A3-07 mexhat: (1 - z^2) * exp(-z^2 / 2)","link":"","note":"A3 phi=mexhat; seconds 1048; map phi_sub_a3_07_mexhat; map: 713 codons | eff dim 12.2 n90 131 shape [1.78, 1.24, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.628}, 'automobile-truck': {'n_gt_0.7': 7, 'max': 0.725}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.699}} | pie {'concentration': {'airplane': 0.75, 'automobile': 0.85, 'bird': None, 'cat': 0.93, 'deer': 0.84, 'dog': 0.66, 'frog': 0.61, 'horse': 0.88, 'ship': 0.77, 'truck': 0.74}, 'adjacent': {'cat-dog': 15.6, 'airplane-ship': 84.7, 'automobile-truck': 7.7, 'bird-truck': None}}","parents":["A3"],"result":"TEST fused 0.5021 vs record 0.5339; RS1 0.4161","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-07 | A3-07 mexhat: (1 - z^2) * exp(-z^2 / 2) | TEST fused 0.5021 vs record 0.5339; RS1 0.4161 | A3 phi=mexhat; seconds 1048; map phi_sub_a3_07_mexhat; map: 713 codons | eff dim 12.2 n90 131 shape [1.78, 1.24, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.628}, 'automobile-truck': {'n_gt_0.7': 7, 'max': 0.725}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.699}} | pie {'concentration': {'airplane': 0.75, 'automobile': 0.85, 'bird': None, 'cat': 0.93, 'deer': 0.84, 'dog': 0.66, 'frog': 0.61, 'horse': 0.88, 'ship': 0.77, 'truck': 0.74}, 'adjacent': {'cat-dog': 15.6, 'airplane-ship': 84.7, 'automobile-truck': 7.7, 'bird-truck': None}}"}},{"first_score_seen":0.595,"group":"activation","id":"A3-08","label":"A3-08 dog: exp(-z^2/0.25) - exp(-z^2/2)","link":"","note":"A3 phi=dog; seconds 1024; map phi_sub_a3_08_dog; map: 707 codons | eff dim 13.0 n90 142 shape [1.88, 1.4, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.595}, 'automobile-truck': {'n_gt_0.7': 9, 'max': 0.757}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.695}} | pie {'concentration': {'airplane': 0.81, 'automobile': 0.86, 'bird': None, 'cat': None, 'deer': None, 'dog': None, 'frog': 0.91, 'horse': 0.61, 'ship': 0.65, 'truck': 0.88}, 'adjacent': {'cat-dog': None, 'airplane-ship': 59.9, 'automobile-truck': 47.8, 'bird-truck': None}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-08 | A3-08 dog: exp(-z^2/0.25) - exp(-z^2/2) | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=dog; seconds 1024; map phi_sub_a3_08_dog; map: 707 codons | eff dim 13.0 n90 142 shape [1.88, 1.4, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.595}, 'automobile-truck': {'n_gt_0.7': 9, 'max': 0.757}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.695}} | pie {'concentration': {'airplane': 0.81, 'automobile': 0.86, 'bird': None, 'cat': None, 'deer': None, 'dog': None, 'frog': 0.91, 'horse': 0.61, 'ship': 0.65, 'truck': 0.88}, 'adjacent': {'cat-dog': None, 'airplane-ship': 59.9, 'automobile-truck': 47.8, 'bird-truck': None}}"}},{"first_score_seen":0.575,"group":"activation","id":"A3-09","label":"A3-09 sin2: sin(2*pi*z)","link":"","note":"A3 phi=sin2; seconds 1007; map phi_sub_a3_09_sin2; map: 717 codons | eff dim 21.5 n90 167 shape [1.56, 1.2, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.575}, 'automobile-truck': {'n_gt_0.7': 0, 'max': 0.624}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.644}} | pie {'concentration': {'airplane': 0.84, 'automobile': 0.93, 'bird': 0.82, 'cat': 0.88, 'deer': 0.97, 'dog': 0.84, 'frog': None, 'horse': 0.83, 'ship': 0.58, 'truck': 0.88}, 'adjacent': {'cat-dog': 14.6, 'airplane-ship': 32.4, 'automobile-truck': 33.6, 'bird-truck': 51.7}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-09 | A3-09 sin2: sin(2*pi*z) | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=sin2; seconds 1007; map phi_sub_a3_09_sin2; map: 717 codons | eff dim 21.5 n90 167 shape [1.56, 1.2, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.575}, 'automobile-truck': {'n_gt_0.7': 0, 'max': 0.624}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.644}} | pie {'concentration': {'airplane': 0.84, 'automobile': 0.93, 'bird': 0.82, 'cat': 0.88, 'deer': 0.97, 'dog': 0.84, 'frog': None, 'horse': 0.83, 'ship': 0.58, 'truck': 0.88}, 'adjacent': {'cat-dog': 14.6, 'airplane-ship': 32.4, 'automobile-truck': 33.6, 'bird-truck': 51.7}}"}},{"first_score_seen":0.2907,"group":"activation","id":"A3-10","label":"A3-10 cos2: cos(2*pi*z)","link":"","note":"TEST RESULT A3-10 phi=cos2 (pod pD GPU 1, claude_phi_substrate.py, 1009 s): RS1 over phi(S0) test 0.2907 (val 0.2838), RS0+RS1 fused 0.4445 (val 0.4442). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A3"],"result":"RS1 0.2907, fused 0.4445","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-10 | A3-10 cos2: cos(2*pi*z) | RS1 0.2907, fused 0.4445 | TEST RESULT A3-10 phi=cos2 (pod pD GPU 1, claude_phi_substrate.py, 1009 s): RS1 over phi(S0) test 0.2907 (val 0.2838), RS0+RS1 fused 0.4445 (val 0.4442). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5335,"group":"activation","id":"A3-11","label":"A3-11 softsign: z / (1 + |z|)","link":"","note":"A3 phi=softsign; seconds 996; map phi_sub_a3_11_softsign; map: 709 codons | eff dim 12.9 n90 147 shape [1.47, 1.06, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.646}, 'automobile-truck': {'n_gt_0.7': 44, 'max': 0.808}, 'airplane-ship': {'n_gt_0.7': 5, 'max': 0.727}} | pie {'concentration': {'airplane': 0.85, 'automobile': 0.87, 'bird': 0.88, 'cat': 0.95, 'deer': 0.88, 'dog': 0.92, 'frog': 0.87, 'horse': 0.73, 'ship': 0.91, 'truck': 0.83}, 'adjacent': {'cat-dog': 5.6, 'airplane-ship': 10.3, 'automobile-truck': 34.9, 'bird-truck': 16.8}}","parents":["A3"],"result":"TEST fused 0.5335 vs record 0.5339; RS1 0.5031","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-11 | A3-11 softsign: z / (1 + |z|) | TEST fused 0.5335 vs record 0.5339; RS1 0.5031 | A3 phi=softsign; seconds 996; map phi_sub_a3_11_softsign; map: 709 codons | eff dim 12.9 n90 147 shape [1.47, 1.06, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.646}, 'automobile-truck': {'n_gt_0.7': 44, 'max': 0.808}, 'airplane-ship': {'n_gt_0.7': 5, 'max': 0.727}} | pie {'concentration': {'airplane': 0.85, 'automobile': 0.87, 'bird': 0.88, 'cat': 0.95, 'deer': 0.88, 'dog': 0.92, 'frog': 0.87, 'horse': 0.73, 'ship': 0.91, 'truck': 0.83}, 'adjacent': {'cat-dog': 5.6, 'airplane-ship': 10.3, 'automobile-truck': 34.9, 'bird-truck': 16.8}}"}},{"first_score_seen":0.5091,"group":"activation","id":"A3-12","label":"A3-12 invquad: 1 / (1 + z^2)","link":"","note":"A3 phi=invquad; seconds 1055; map phi_sub_a3_12_invquad; map: 712 codons | eff dim 11.6 n90 125 shape [1.77, 1.22, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.616}, 'automobile-truck': {'n_gt_0.7': 10, 'max': 0.73}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.686}} | pie {'concentration': {'airplane': 0.75, 'automobile': 0.85, 'bird': None, 'cat': 0.99, 'deer': 0.73, 'dog': 0.7, 'frog': 0.67, 'horse': 0.91, 'ship': 0.76, 'truck': 0.75}, 'adjacent': {'cat-dog': 59.6, 'airplane-ship': 85.5, 'automobile-truck': 9.3, 'bird-truck': None}}","parents":["A3"],"result":"TEST fused 0.5091 vs record 0.5339; RS1 0.4233","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-12 | A3-12 invquad: 1 / (1 + z^2) | TEST fused 0.5091 vs record 0.5339; RS1 0.4233 | A3 phi=invquad; seconds 1055; map phi_sub_a3_12_invquad; map: 712 codons | eff dim 11.6 n90 125 shape [1.77, 1.22, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.616}, 'automobile-truck': {'n_gt_0.7': 10, 'max': 0.73}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.686}} | pie {'concentration': {'airplane': 0.75, 'automobile': 0.85, 'bird': None, 'cat': 0.99, 'deer': 0.73, 'dog': 0.7, 'frog': 0.67, 'horse': 0.91, 'ship': 0.76, 'truck': 0.75}, 'adjacent': {'cat-dog': 59.6, 'airplane-ship': 85.5, 'automobile-truck': 9.3, 'bird-truck': None}}"}},{"first_score_seen":0.5054,"group":"activation","id":"A3-13","label":"A3-13 logenergy: log(1 + z^2)","link":"","note":"A3 phi=logenergy; seconds 1008; map phi_sub_a3_13_logenergy; map: 707 codons | eff dim 12.8 n90 115 shape [1.67, 1.15, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.633}, 'automobile-truck': {'n_gt_0.7': 5, 'max': 0.727}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.69}} | pie {'concentration': {'airplane': 0.76, 'automobile': 0.81, 'bird': None, 'cat': 0.96, 'deer': 0.76, 'dog': 0.66, 'frog': 0.64, 'horse': 0.93, 'ship': 0.64, 'truck': 0.75}, 'adjacent': {'cat-dog': 26.8, 'airplane-ship': 74.5, 'automobile-truck': 10.7, 'bird-truck': None}}","parents":["A3"],"result":"TEST fused 0.5054 vs record 0.5339; RS1 0.4109","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-13 | A3-13 logenergy: log(1 + z^2) | TEST fused 0.5054 vs record 0.5339; RS1 0.4109 | A3 phi=logenergy; seconds 1008; map phi_sub_a3_13_logenergy; map: 707 codons | eff dim 12.8 n90 115 shape [1.67, 1.15, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.633}, 'automobile-truck': {'n_gt_0.7': 5, 'max': 0.727}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.69}} | pie {'concentration': {'airplane': 0.76, 'automobile': 0.81, 'bird': None, 'cat': 0.96, 'deer': 0.76, 'dog': 0.66, 'frog': 0.64, 'horse': 0.93, 'ship': 0.64, 'truck': 0.75}, 'adjacent': {'cat-dog': 26.8, 'airplane-ship': 74.5, 'automobile-truck': 10.7, 'bird-truck': None}}"}},{"first_score_seen":0.618,"group":"activation","id":"A3-14","label":"A3-14 entropy: binary entropy(sigmoid(z))","link":"","note":"A3 phi=entropy; seconds 1048; map phi_sub_a3_14_entropy; map: 711 codons | eff dim 11.3 n90 108 shape [1.74, 1.22, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.618}, 'automobile-truck': {'n_gt_0.7': 16, 'max': 0.744}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.651}} | pie {'concentration': {'airplane': 0.77, 'automobile': 0.85, 'bird': None, 'cat': 0.99, 'deer': 0.75, 'dog': 0.59, 'frog': 0.63, 'horse': 0.98, 'ship': 0.79, 'truck': 0.76}, 'adjacent': {'cat-dog': 28.6, 'airplane-ship': 83.0, 'automobile-truck': 5.2, 'bird-truck': None}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-14 | A3-14 entropy: binary entropy(sigmoid(z)) | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=entropy; seconds 1048; map phi_sub_a3_14_entropy; map: 711 codons | eff dim 11.3 n90 108 shape [1.74, 1.22, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.618}, 'automobile-truck': {'n_gt_0.7': 16, 'max': 0.744}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.651}} | pie {'concentration': {'airplane': 0.77, 'automobile': 0.85, 'bird': None, 'cat': 0.99, 'deer': 0.75, 'dog': 0.59, 'frog': 0.63, 'horse': 0.98, 'ship': 0.79, 'truck': 0.76}, 'adjacent': {'cat-dog': 28.6, 'airplane-ship': 83.0, 'automobile-truck': 5.2, 'bird-truck': None}}"}},{"first_score_seen":0.631,"group":"activation","id":"A3-15","label":"A3-15 q33,q66: two quantile predicates: z above fit q33 and q66","link":"","note":"A3 phi=q33,q66; seconds 1041; map phi_sub_a3_15_q33__q66; map: 719 codons | eff dim 18.1 n90 185 shape [1.48, 1.06, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.631}, 'automobile-truck': {'n_gt_0.7': 44, 'max': 0.781}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.699}} | pie {'concentration': {'airplane': 0.82, 'automobile': 0.86, 'bird': 0.89, 'cat': 0.94, 'deer': 0.93, 'dog': 0.93, 'frog': 0.77, 'horse': 0.94, 'ship': 0.85, 'truck': 0.93}, 'adjacent': {'cat-dog': 4.6, 'airplane-ship': 14.6, 'automobile-truck': 18.6, 'bird-truck': 43.0}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-15 | A3-15 q33,q66: two quantile predicates: z above fit q33 and q66 | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=q33,q66; seconds 1041; map phi_sub_a3_15_q33__q66; map: 719 codons | eff dim 18.1 n90 185 shape [1.48, 1.06, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.631}, 'automobile-truck': {'n_gt_0.7': 44, 'max': 0.781}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.699}} | pie {'concentration': {'airplane': 0.82, 'automobile': 0.86, 'bird': 0.89, 'cat': 0.94, 'deer': 0.93, 'dog': 0.93, 'frog': 0.77, 'horse': 0.94, 'ship': 0.85, 'truck': 0.93}, 'adjacent': {'cat-dog': 4.6, 'airplane-ship': 14.6, 'automobile-truck': 18.6, 'bird-truck': 43.0}}"}},{"first_score_seen":0.632,"group":"activation","id":"A3-16","label":"A3-16 tailneg,tailpos: two signed tail predicates: z < -1 and z > +1","link":"","note":"A3 phi=tailneg,tailpos; seconds 1012; map phi_sub_a3_16_tailneg__tailpos; map: 676 codons | eff dim 13.5 n90 93 shape [1.59, 1.25, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.632}, 'automobile-truck': {'n_gt_0.7': 22, 'max': 0.778}, 'airplane-ship': {'n_gt_0.7': 2, 'max': 0.727}} | pie {'concentration': {'airplane': 0.81, 'automobile': 0.87, 'bird': 0.99, 'cat': 0.93, 'deer': 0.87, 'dog': 0.92, 'frog': 0.85, 'horse': 0.77, 'ship': 0.73, 'truck': 0.85}, 'adjacent': {'cat-dog': 24.8, 'airplane-ship': 15.8, 'automobile-truck': 23.1, 'bird-truck': 39.1}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-16 | A3-16 tailneg,tailpos: two signed tail predicates: z < -1 and z > +1 | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=tailneg,tailpos; seconds 1012; map phi_sub_a3_16_tailneg__tailpos; map: 676 codons | eff dim 13.5 n90 93 shape [1.59, 1.25, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.632}, 'automobile-truck': {'n_gt_0.7': 22, 'max': 0.778}, 'airplane-ship': {'n_gt_0.7': 2, 'max': 0.727}} | pie {'concentration': {'airplane': 0.81, 'automobile': 0.87, 'bird': 0.99, 'cat': 0.93, 'deer': 0.87, 'dog': 0.92, 'frog': 0.85, 'horse': 0.77, 'ship': 0.73, 'truck': 0.85}, 'adjacent': {'cat-dog': 24.8, 'airplane-ship': 15.8, 'automobile-truck': 23.1, 'bird-truck': 39.1}}"}},{"first_score_seen":0.648,"group":"activation","id":"A3-17","label":"A3-17 sqshiftm05,sqshiftp05,gaussm1,gaussp1: four-channel shifted-fold and shoulder-bump bank","link":"","note":"A3 phi=sqshiftm05,sqshiftp05,gaussm1,gaussp1; seconds 1005; map phi_sub_a3_17_sqshiftm05__sqshiftp05__gaussm1__gaussp1; map: 701 codons | eff dim 15.3 n90 176 shape [1.58, 1.09, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.648}, 'automobile-truck': {'n_gt_0.7': 38, 'max': 0.771}, 'airplane-ship': {'n_gt_0.7': 6, 'max': 0.741}} | pie {'concentration': {'airplane': 0.84, 'automobile': 0.87, 'bird': 0.89, 'cat': 0.93, 'deer': 0.89, 'dog': 0.87, 'frog': 0.83, 'horse': 0.82, 'ship': 0.85, 'truck': 0.88}, 'adjacent': {'cat-dog': 10.5, 'airplane-ship': 10.0, 'automobile-truck': 33.5, 'bird-truck': 16.6}}","parents":["A3"],"result":"killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"A3-17 | A3-17 sqshiftm05,sqshiftp05,gaussm1,gaussp1: four-channel shifted-fold and shoulder-bump bank | killed per the 2026-09-15 handoff: the phi line rediscovers one vocabulary (98 pct cross-duplication) | A3 phi=sqshiftm05,sqshiftp05,gaussm1,gaussp1; seconds 1005; map phi_sub_a3_17_sqshiftm05__sqshiftp05__gaussm1__gaussp1; map: 701 codons | eff dim 15.3 n90 176 shape [1.58, 1.09, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.648}, 'automobile-truck': {'n_gt_0.7': 38, 'max': 0.771}, 'airplane-ship': {'n_gt_0.7': 6, 'max': 0.741}} | pie {'concentration': {'airplane': 0.84, 'automobile': 0.87, 'bird': 0.89, 'cat': 0.93, 'deer': 0.89, 'dog': 0.87, 'frog': 0.83, 'horse': 0.82, 'ship': 0.85, 'truck': 0.88}, 'adjacent': {'cat-dog': 10.5, 'airplane-ship': 10.0, 'automobile-truck': 33.5, 'bird-truck': 16.6}}"}},{"first_score_seen":0.5112,"group":"activation","id":"A3-18","label":"A3-18 mexhat,dog,invquad,logenergy: ring/energy bank","link":"","note":"A3 phi=mexhat,dog,invquad,logenergy; seconds 1039; map phi_sub_a3_18_mexhat__dog__invquad__logenergy; map: 712 codons | eff dim 14.4 n90 149 shape [1.56, 1.08, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.631}, 'automobile-truck': {'n_gt_0.7': 11, 'max': 0.772}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.673}} | pie {'concentration': {'airplane': 0.73, 'automobile': 0.82, 'bird': None, 'cat': None, 'deer': None, 'dog': 0.65, 'frog': 0.64, 'horse': 0.92, 'ship': 0.65, 'truck': 0.65}, 'adjacent': {'cat-dog': None, 'airplane-ship': 74.7, 'automobile-truck': 25.1, 'bird-truck': None}}","parents":["A3"],"result":"TEST fused 0.5112 vs record 0.5339; RS1 0.4429","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A3-18 | A3-18 mexhat,dog,invquad,logenergy: ring/energy bank | TEST fused 0.5112 vs record 0.5339; RS1 0.4429 | A3 phi=mexhat,dog,invquad,logenergy; seconds 1039; map phi_sub_a3_18_mexhat__dog__invquad__logenergy; map: 712 codons | eff dim 14.4 n90 149 shape [1.56, 1.08, 1.0] | walls {'cat-dog': {'n_gt_0.7': 0, 'max': 0.631}, 'automobile-truck': {'n_gt_0.7': 11, 'max': 0.772}, 'airplane-ship': {'n_gt_0.7': 0, 'max': 0.673}} | pie {'concentration': {'airplane': 0.73, 'automobile': 0.82, 'bird': None, 'cat': None, 'deer': None, 'dog': 0.65, 'frog': 0.64, 'horse': 0.92, 'ship': 0.65, 'truck': 0.65}, 'adjacent': {'cat-dog': None, 'airplane-ship': 74.7, 'automobile-truck': 25.1, 'bird-truck': None}}"}},{"first_score_seen":0.4346,"group":"activation","id":"A30","label":"A30 energy,thr,band (claude)","link":"","note":"TEST RESULT A30 phi=energy,thr,band (pod p22 GPU 2, claude_phi_substrate.py, 1024 s): RS1 over phi(S0) test 0.4346 (val 0.4397), RS0+RS1 fused 0.5140 (val 0.5224). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4346, fused 0.5140","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A30 | A30 energy,thr,band (claude) | RS1 0.4346, fused 0.5140 | TEST RESULT A30 phi=energy,thr,band (pod p22 GPU 2, claude_phi_substrate.py, 1024 s): RS1 over phi(S0) test 0.4346 (val 0.4397), RS0+RS1 fused 0.5140 (val 0.5224). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4723,"group":"activation","id":"A31","label":"A31 sq,sin,quad2 (claude)","link":"","note":"TEST RESULT A31 phi=sq,sin,quad2 (pod p18 GPU 0, claude_phi_substrate.py, 991 s): RS1 over phi(S0) test 0.4723 (val 0.4771), RS0+RS1 fused 0.5241 (val 0.5314). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["A"],"result":"RS1 0.4723, fused 0.5241","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"A31 | A31 sq,sin,quad2 (claude) | RS1 0.4723, fused 0.5241 | TEST RESULT A31 phi=sq,sin,quad2 (pod p18 GPU 0, claude_phi_substrate.py, 991 s): RS1 over phi(S0) test 0.4723 (val 0.4771), RS0+RS1 fused 0.5241 (val 0.5314). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":null,"group":"activation","id":"B","label":"B. phi gene inside the supervised RS0 search","link":"","note":"Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it.","parents":["A"],"result":"B01/B02 not run: wave A showed the sign-keeping shapes are neutral and the magnitude shapes lose, so a phi gene in the RS0 search has no shape to find","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"B | B. phi gene inside the supervised RS0 search | B01/B02 not run: wave A showed the sign-keeping shapes are neutral and the magnitude shapes lose, so a phi gene in the RS0 search has no shape to find | Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it."}},{"first_score_seen":0.5164,"group":"activation","id":"B01","label":"B01 codon (claude)","link":"","note":"record recipe with a per-codon shape gene: RS0 within 1 of 0.5164 unless a shape is genuinely better; census tells which shapes survive one-vs-rest pressure | harness /workspace/claude_phi_gene.py","parents":["B"],"result":"not run (see B)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"B01 | B01 codon (claude) | not run (see B) | record recipe with a per-codon shape gene: RS0 within 1 of 0.5164 unless a shape is genuinely better; census tells which shapes survive one-vs-rest pressure | harness /workspace/claude_phi_gene.py"}},{"first_score_seen":null,"group":"activation","id":"B02","label":"B02 expert (claude)","link":"","note":"one shape per expert: cleaner census, same accuracy band as B01 | harness /workspace/claude_phi_gene.py","parents":["B"],"result":"not run (see B)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"B02 | B02 expert (claude) | not run (see B) | one shape per expert: cleaner census, same accuracy band as B01 | harness /workspace/claude_phi_gene.py"}},{"first_score_seen":0.5061,"group":"activation","id":"G01","label":"G01 RS1 over the combined substrate: all 27 shapes side by side, 270 channels (claude)","link":"","note":"TEST RESULT G01 (RS1 over all 27 shapes side by side, 270 channels, pod GPU 0, 1029 s): rs1_over_phi_s0 test 0.5061 (val 0.5075); rs0_plus_rs1_phi test 0.5378 (val 0.5426). Record: RS1 0.5025, fused 0.5339.","parents":["hierarchy"],"result":"rs1_over_phi_s0 test 0.5061 (val 0.5075); rs0_plus_rs1_phi test 0.5378 (val 0.5426). Record: RS1 0.5025, fused 0.5339.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"G01 | G01 RS1 over the combined substrate: all 27 shapes side by side, 270 channels (claude) | rs1_over_phi_s0 test 0.5061 (val 0.5075); rs0_plus_rs1_phi test 0.5378 (val 0.5426). Record: RS1 0.5025, fused 0.5339. | TEST RESULT G01 (RS1 over all 27 shapes side by side, 270 channels, pod GPU 0, 1029 s): rs1_over_phi_s0 test 0.5061 (val 0.5075); rs0_plus_rs1_phi test 0.5378 (val 0.5426). Record: RS1 0.5025, fused 0.5339."}},{"first_score_seen":0.4755,"group":"activation","id":"G02","label":"G02 RS2 over the union of the 31 wave-A RS1 banks, 310 map channels, seed 20260911 (claude)","link":"","note":"TEST RESULT G02 (RS2 over the union of the 31 RS1 banks, 310 map channels, seed 20260911, pod GPU 1, 1934 s): rs2 test 0.4755 (val 0.4863); rs0+rs2 test 0.5168 (val 0.5298); record+rs2 test 0.5266 (val 0.5374). Record: RS1 0.5025, fused 0.5339.","parents":["hierarchy"],"result":"rs2 test 0.4755 (val 0.4863); rs0+rs2 test 0.5168 (val 0.5298); record+rs2 test 0.5266 (val 0.5374). Record: RS1 0.5025, fused 0.5339.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"G02 | G02 RS2 over the union of the 31 wave-A RS1 banks, 310 map channels, seed 20260911 (claude) | rs2 test 0.4755 (val 0.4863); rs0+rs2 test 0.5168 (val 0.5298); record+rs2 test 0.5266 (val 0.5374). Record: RS1 0.5025, fused 0.5339. | TEST RESULT G02 (RS2 over the union of the 31 RS1 banks, 310 map channels, seed 20260911, pod GPU 1, 1934 s): rs2 test 0.4755 (val 0.4863); rs0+rs2 test 0.5168 (val 0.5298); record+rs2 test 0.5266 (val 0.5374). Record: RS1 0.5025, fused 0.5339."}},{"first_score_seen":0.4811,"group":"activation","id":"G03","label":"G03 same as G02, seed 20260912 (claude)","link":"","note":"TEST RESULT G03 (RS2 over the union of the 31 RS1 banks, seed 20260912, pod GPU 2, 1918 s): two seeds agree (G02 0.4755 / G03 0.4811 alone): the filled-sphere interface does not read better than one X; RS2 over RS1 is a wash again.","parents":["hierarchy"],"result":"rs2 test 0.4811 (val 0.4856); rs0+rs2 test 0.5244 (val 0.5277); record+rs2 test 0.5290 (val 0.5365). Record: RS1 0.5025, fused 0.5339.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"G03 | G03 same as G02, seed 20260912 (claude) | rs2 test 0.4811 (val 0.4856); rs0+rs2 test 0.5244 (val 0.5277); record+rs2 test 0.5290 (val 0.5365). Record: RS1 0.5025, fused 0.5339. | TEST RESULT G03 (RS2 over the union of the 31 RS1 banks, seed 20260912, pod GPU 2, 1918 s): two seeds agree (G02 0.4755 / G03 0.4811 alone): the filled-sphere interface does not read better than one X; RS2 over RS1 is a wash again."}},{"first_score_seen":0.5378,"group":"activation","id":"PHI_BATCH_CLOSED","label":"Combined phi/union batch closed","link":"","note":"The saddle is real geometry, but flat combined phi and RS2-over-union did not exploit it. Do not keep rerunning union variants; move to branch-routed readout.","parents":["hierarchy","RS1_PHI_ALL27","RS1_PHI_GEOM","RS1_PHI_XKEEP","G02","G03"],"result":"flat/all27 0.5378 fused; geom 0.5180; xkeep 0.5336; RS2 union 0.5168/0.5244","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"PHI_BATCH_CLOSED | Combined phi/union batch closed | flat/all27 0.5378 fused; geom 0.5180; xkeep 0.5336; RS2 union 0.5168/0.5244 | The saddle is real geometry, but flat combined phi and RS2-over-union did not exploit it. Do not keep rerunning union variants; move to branch-routed readout."}},{"first_score_seen":0.606,"group":"controls","id":"P1","label":"Dedupe T08 all-class E16 bank/composer","link":"","note":"Payton accepted this as good parameter cleanup: composer dedupe removed 241/1440 codons (~17%) with only -0.06 points on T08 composer+tournament. Pair-bank dedupe kept 6480/6480. Treat as compression gain, not accuracy lever.","parents":[],"result":"param clean: 0.6060 -> 0.6054 while composer codons 1440->1199","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-16","visual":{"node_color_status":"gain","visible_text":"P1 | Dedupe T08 all-class E16 bank/composer | param clean: 0.6060 -> 0.6054 while composer codons 1440->1199 | Payton accepted this as good parameter cleanup: composer dedupe removed 241/1440 codons (~17%) with only -0.06 points on T08 composer+tournament. Pair-bank dedupe kept 6480/6480. Treat as compression gain, not accuracy lever."}},{"first_score_seen":null,"group":"controls","id":"F","label":"F. Controls: random RS1 over best substrate, random S1 (Astra)","link":"","note":"","parents":["A","C"],"result":"not run: controls for lines that were not run; Astra's lane","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"F | F. Controls: random RS1 over best substrate, random S1 (Astra) | not run: controls for lines that were not run; Astra's lane"}},{"first_score_seen":null,"group":"controls","id":"F01","label":"F01 F controls (astra)","link":"","note":"mandatory floor: if random experts over the best phi substrate approach the searched bank, the search objective is not adding value | harness /workspace/astra_random_floor.py","parents":["F"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"F01 | F01 F controls (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | mandatory floor: if random experts over the best phi substrate approach the searched bank, the search objective is not adding value | harness /workspace/astra_random_floor.py"}},{"first_score_seen":null,"group":"controls","id":"F02","label":"F02 F controls (astra)","link":"","note":"mandatory floor for compressed S1: RS2 over random S1 must be below the searched/compressed S1 or the compression is not meaningful | harness /workspace/astra_random_floor.py","parents":["F"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"F02 | F02 F controls (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | mandatory floor for compressed S1: RS2 over random S1 must be below the searched/compressed S1 or the compression is not meaningful | harness /workspace/astra_random_floor.py"}},{"first_score_seen":0.4744,"group":"controls","id":"AE","label":"AE. OOD vocabulary test (Payton's bet: outside codons hit 40% on CIFAR): relational pair banks evolved on MNIST, KMNIST, Fashion-MNIST, SVHN (Z31 fitness, E4, all 45 pairs each), then a frozen-vocabulary CIFAR readout: per CIFAR pair the best fit-AUC codons picked from the pool, median vote, tournament. Arm A outside pool only; arm B outside + CIFAR Z02 codons; control CIFAR Z02 codons under the same picking rule","link":"","note":"transfer real, ballot-level diversity null; SVHN pending; evolve-with-outside-primitives proposed","parents":["Z02"],"result":"outside vocab 0.4744 (4 sets) vs RANDOM codons 0.4548 vs CIFAR codons 0.5394, same readout: the grammar transfers, outside evolution adds ~1 pt, in-domain adds 8","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-16","visual":{"node_color_status":"note","visible_text":"AE | AE. OOD vocabulary test (Payton's bet: outside codons hit 40% on CIFAR): relational pair banks evolved on MNIST, KMNIST, Fashion-MNIST, SVHN (Z31 fitness, E4, all 45 pairs each), then a frozen-vocabulary CIFAR readout: per CIFAR pair the best fit-AUC codons picked from the pool, median vote, tournament. Arm A outside pool only; arm B outside + CIFAR Z02 codons; control CIFAR Z02 codons under the same picking rule | outside vocab 0.4744 (4 sets) vs RANDOM codons 0.4548 vs CIFAR codons 0.5394, same readout: the grammar transfers, outside evolution adds ~1 pt, in-domain adds 8 | transfer real, ballot-level diversity null; SVHN pending; evolve-with-outside-primitives proposed"}},{"first_score_seen":0.2836,"group":"controls","id":"random_floor","label":"Random-genome bank floors","link":"","note":"Every label-free number is quoted against these from here on.","parents":["lifts"],"result":"pixels 0.2836 / 0.3222 lifted; grid over S0 0.418 / 0.459","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-14","visual":{"node_color_status":"note","visible_text":"random_floor | Random-genome bank floors | pixels 0.2836 / 0.3222 lifted; grid over S0 0.418 / 0.459 | Every label-free number is quoted against these from here on."}},{"first_score_seen":null,"group":"geometry","id":"hierarchy","label":"The saddle is a class hierarchy: animal|vehicle, then sky|ground and pet|wild on orthogonal axes; the walls are the leaves","link":"https://genreg.tech/radial","note":"hierarchy_probe.py on the 2,000 map images: average-linkage tree over class centroids per bank; branch angle 85 deg for signed shapes, 67-76 for the magnitude shapes that lost accuracy; cat|dog d' 0.5-0.9 in every bank","parents":["pie"],"result":"same tree in 30/31 banks, not in raw pixels; top-split d' predicts RS1 accuracy (Spearman 0.79)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"hierarchy | The saddle is a class hierarchy: animal|vehicle, then sky|ground and pet|wild on orthogonal axes; the walls are the leaves | same tree in 30/31 banks, not in raw pixels; top-split d' predicts RS1 accuracy (Spearman 0.79) | hierarchy_probe.py on the 2,000 map images: average-linkage tree over class centroids per bank; branch angle 85 deg for signed shapes, 67-76 for the magnitude shapes that lost accuracy; cat|dog d' 0.5-0.9 in every bank"}},{"first_score_seen":null,"group":"geometry","id":"AA","label":"AA. Cross-dataset phi activation map: SVHN and Fashion-MNIST versus CIFAR phi overlay","link":"","note":"maps: codonmap_crossphi_svhn, codonmap_crossphi_fashion, codonmap_crossphi_composite; pod stopped","parents":["hierarchy","A"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA | AA. Cross-dataset phi activation map: SVHN and Fashion-MNIST versus CIFAR phi overlay | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | maps: codonmap_crossphi_svhn, codonmap_crossphi_fashion, codonmap_crossphi_composite; pod stopped"}},{"first_score_seen":null,"group":"geometry","id":"AA01","label":"AA01 SVHN phi activation map (Astra)","link":"","note":"codonmap_crossphi_svhn: 19,000 points; 2k balanced SVHN images through frozen CIFAR RS0 codons + 27 phi transforms","parents":["AA"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA01 | AA01 SVHN phi activation map (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_svhn: 19,000 points; 2k balanced SVHN images through frozen CIFAR RS0 codons + 27 phi transforms"}},{"first_score_seen":null,"group":"geometry","id":"AA02","label":"AA02 Fashion-MNIST phi activation map (Astra)","link":"","note":"codonmap_crossphi_fashion: 17,810 points; 2k balanced Fashion-MNIST images through frozen CIFAR RS0 codons + 27 phi transforms","parents":["AA"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA02 | AA02 Fashion-MNIST phi activation map (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_fashion: 17,810 points; 2k balanced Fashion-MNIST images through frozen CIFAR RS0 codons + 27 phi transforms"}},{"first_score_seen":null,"group":"geometry","id":"AA03","label":"AA03 cross-dataset phi composite overlay (Astra)","link":"","note":"codonmap_crossphi_composite published; aligned to CIFAR phi_overlay by shared phi x owner-class centroids; geometry only","parents":["AA01","AA02"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AA03 | AA03 cross-dataset phi composite overlay (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_composite published; aligned to CIFAR phi_overlay by shared phi x owner-class centroids; geometry only"}},{"first_score_seen":null,"group":"geometry","id":"AB","label":"AB. Cross-dataset phi extension: CIFAR-100 coarse and STL-10 plus AA composite","link":"","note":"maps: codonmap_crossphi_cifar100coarse, codonmap_crossphi_stl10, codonmap_crossphi_composite_ab; exact wave-A RS1 replay remains blocked without RS1 genomes","parents":["AA"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AB | AB. Cross-dataset phi extension: CIFAR-100 coarse and STL-10 plus AA composite | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | maps: codonmap_crossphi_cifar100coarse, codonmap_crossphi_stl10, codonmap_crossphi_composite_ab; exact wave-A RS1 replay remains blocked without RS1 genomes"}},{"first_score_seen":null,"group":"geometry","id":"AB01","label":"AB01 CIFAR-100 coarse phi activation map (Astra)","link":"","note":"codonmap_crossphi_cifar100coarse; 20 coarse superclasses x100 images; frozen CIFAR RS0 codons + phi transforms","parents":["AB"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AB01 | AB01 CIFAR-100 coarse phi activation map (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_cifar100coarse; 20 coarse superclasses x100 images; frozen CIFAR RS0 codons + phi transforms"}},{"first_score_seen":null,"group":"geometry","id":"AB02","label":"AB02 STL-10 phi activation map (Astra)","link":"","note":"codonmap_crossphi_stl10; 10 classes x200 images resized to 32x32; frozen CIFAR RS0 codons + phi transforms","parents":["AB"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AB02 | AB02 STL-10 phi activation map (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_stl10; 10 classes x200 images resized to 32x32; frozen CIFAR RS0 codons + phi transforms"}},{"first_score_seen":null,"group":"geometry","id":"AB03","label":"AB03 extended cross-dataset phi composite (Astra)","link":"","note":"codonmap_crossphi_composite_ab published; aligned to CIFAR phi_overlay by shared phi x owner-class centroids; geometry only","parents":["AA03","AB01","AB02"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AB03 | AB03 extended cross-dataset phi composite (Astra) | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | codonmap_crossphi_composite_ab published; aligned to CIFAR phi_overlay by shared phi x owner-class centroids; geometry only"}},{"first_score_seen":0.546,"group":"geometry","id":"H","label":"H. Hierarchy line: the saddle is a class tree; group experts for its internal nodes and a routed readout (trunk, branch, leaf pair)","link":"","note":"opened 2026-09-15 08:55 UTC","parents":["hierarchy"],"result":"hierarchy confirmed as geometry; explicit routed readout loses to the flat pairwise tournament (0.546 vs 0.584)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"H | H. Hierarchy line: the saddle is a class tree; group experts for its internal nodes and a routed readout (trunk, branch, leaf pair) | hierarchy confirmed as geometry; explicit routed readout loses to the flat pairwise tournament (0.546 vs 0.584) | opened 2026-09-15 08:55 UTC"}},{"first_score_seen":null,"group":"geometry","id":"energy","label":"Energy / hysteresis as a third axis","link":"","note":"Adds memory and sharpens the X; no new axis; wall probes inside noise.","parents":["x"],"result":"2-to-3 gain below isotropic control, 2D and 3D","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-13","visual":{"node_color_status":"null","visible_text":"energy | Energy / hysteresis as a third axis | 2-to-3 gain below isotropic control, 2D and 3D | Adds memory and sharpens the X; no new axis; wall probes inside noise."}},{"first_score_seen":null,"group":"geometry","id":"families","label":"RS0 primitive families under label-free novelty (Astra)","link":"","note":"Novel and stable codons, effective rank 33 -> 38, zero wall codons above 0.7.","parents":["x"],"result":"depth, contour, symmetry, repetition, colour relations, scale, moments, HOG, phase, topology: all add variance, none opens a wall","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-14","visual":{"node_color_status":"null","visible_text":"families | RS0 primitive families under label-free novelty (Astra) | depth, contour, symmetry, repetition, colour relations, scale, moments, HOG, phase, topology: all add variance, none opens a wall | Novel and stable codons, effective rank 33 -> 38, zero wall codons above 0.7."}},{"first_score_seen":null,"group":"geometry","id":"views","label":"Inverted, mirrored, grey, chroma inputs","link":"","note":"The vocabulary is closed under input transforms: same two axes every time.","parents":["x"],"result":"effective rank 32.0 -> 32.3","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-14","visual":{"node_color_status":"null","visible_text":"views | Inverted, mirrored, grey, chroma inputs | effective rank 32.0 -> 32.3 | The vocabulary is closed under input transforms: same two axes every time."}},{"first_score_seen":null,"group":"geometry","id":"AUDIT_MAPS","label":"Cross-run codon audit maps","link":"","note":"Generated after pause using local 4080. Shared-frame maps compare pair banks, winning composers, phi composer, and coevo sample; Desktop folder RS_codon_pattern_audit_2026-09-15 has heatmaps and JSON/MD reports.","parents":["S03","T08","U"],"result":"maps: audit_key_composite, audit_composer_comparison","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"AUDIT_MAPS | Cross-run codon audit maps | maps: audit_key_composite, audit_composer_comparison | Generated after pause using local 4080. Shared-frame maps compare pair banks, winning composers, phi composer, and coevo sample; Desktop folder RS_codon_pattern_audit_2026-09-15 has heatmaps and JSON/MD reports."}},{"first_score_seen":null,"group":"geometry","id":"codonmap","label":"Codon map: codons placed by behaviour on 2,000 images","link":"","note":"Walls have 0 separating codons in labeled and unlabeled banks. The map is the instrument for the rest.","parents":["walls"],"result":"","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-13","visual":{"node_color_status":"note","visible_text":"codonmap | Codon map: codons placed by behaviour on 2,000 images | Walls have 0 separating codons in labeled and unlabeled banks. The map is the instrument for the rest."}},{"first_score_seen":null,"group":"geometry","id":"pie","label":"The pie: RS1 map, one line per class, walls = adjacent slices","link":"","note":"Payton spotted it by rotating the map. Sector purity .44 vs .20 shuffled; class-line concentration .81-.90.","parents":["rs1_unlab"],"result":"cat-dog 16 deg, plane-ship 15, car-truck 31; others 40-90","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-14","visual":{"node_color_status":"note","visible_text":"pie | The pie: RS1 map, one line per class, walls = adjacent slices | cat-dog 16 deg, plane-ship 15, car-truck 31; others 40-90 | Payton spotted it by rotating the map. Sector purity .44 vs .20 shuffled; class-line concentration .81-.90."}},{"first_score_seen":null,"group":"geometry","id":"x","label":"The X: pixel vocabulary owns two axes","link":"","note":"Man-made vs animal, smooth vs textured. Wall pairs tied on both. Central symmetry: a codon and its sign flip both exist.","parents":["codonmap"],"result":"2-line fit gain .139 vs .041 control","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-13","visual":{"node_color_status":"note","visible_text":"x | The X: pixel vocabulary owns two axes | 2-line fit gain .139 vs .041 control | Man-made vs animal, smooth vs textured. Wall pairs tied on both. Central symmetry: a codon and its sign flip both exist."}},{"first_score_seen":0.5964,"group":"pairwise","id":"E","label":"E. Pairwise at scale: relational E16, relational over best phi","link":"","note":"Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it.","parents":["tournament","A"],"result":"E01 E16 tournament 0.5964, the unconstrained best","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"E | E. Pairwise at scale: relational E16, relational over best phi | E01 E16 tournament 0.5964, the unconstrained best | Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it."}},{"first_score_seen":0.5964,"group":"pairwise","id":"E01","label":"E01 pair_rel_E16_s20260911 (claude)","link":"","note":"width curve E2 .540, E4 .567, E8 .586, E16 .596: saturating near 0.60","parents":["E"],"result":"E16 tournament 0.5964 test (val 0.6003); E8 0.5839 same readout; ~224k genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"E01 | E01 pair_rel_E16_s20260911 (claude) | E16 tournament 0.5964 test (val 0.6003); E8 0.5839 same readout; ~224k genes | width curve E2 .540, E4 .567, E8 .586, E16 .596: saturating near 0.60"}},{"first_score_seen":0.6009,"group":"pairwise","id":"S03","label":"S03 all-class pair experts (soft neutrality, Astra's recipe) at E16: do the context gain and the width gain stack (claude)","link":"","note":"","parents":["S01","E01"],"result":"TEST tournament 0.6009 (val 0.6062) vs pair-only E16 0.5964: context + width stack; cat-dog AUC 0.749; 256k genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"S03 | S03 all-class pair experts (soft neutrality, Astra's recipe) at E16: do the context gain and the width gain stack (claude) | TEST tournament 0.6009 (val 0.6062) vs pair-only E16 0.5964: context + width stack; cat-dog AUC 0.749; 256k genes"}},{"first_score_seen":0.5778,"group":"pairwise","id":"U01","label":"U01 S01 pair bank + core phi","link":"","note":"TEST RESULT U01: rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (5 phi, 225 ch), pod ..18 GPU 0, 1098 s.)","parents":["U","S01"],"result":"rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: recor","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"U01 | U01 S01 pair bank + core phi | rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: recor | TEST RESULT U01: rs2 TEST 0.5778 (val 0.5914); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5989 (val 0.6063); rs0+rs2 TEST 0.5802 (val 0.5883); record+rs2 TEST 0.5766 (val 0.5824). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (5 phi, 225 ch), pod ..18 GPU 0, 1098 s.)"}},{"first_score_seen":0.5828,"group":"pairwise","id":"U02","label":"U02 pair-only E8 + core phi control","link":"","note":"TEST RESULT U02: rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted pair-only E8 experts (control), pod ..18 GPU 1, 1081 s.)","parents":["U","T02"],"result":"rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: recor","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"U02 | U02 pair-only E8 + core phi control | rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: recor | TEST RESULT U02: rs2 TEST 0.5828 (val 0.5936); tournament_45 TEST 0.5795 (val 0.5890); rs1phi+tournament TEST 0.5867 (val 0.5975); rs0+rs2 TEST 0.5753 (val 0.5854); record+rs2 TEST 0.5726 (val 0.5795). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted pair-only E8 experts (control), pod ..18 GPU 1, 1081 s.)"}},{"first_score_seen":0.583,"group":"pairwise","id":"U03","label":"U03 S01 pair bank + distorted phi","link":"","note":"TEST RESULT U03: rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (9 phi, 405 ch), pod ..18 GPU 2, 1121 s.)","parents":["U","S01"],"result":"rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: recor","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"U03 | U03 S01 pair bank + distorted phi | rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: recor | TEST RESULT U03: rs2 TEST 0.5830 (val 0.5978); tournament_45 TEST 0.5912 (val 0.5958); rs1phi+tournament TEST 0.5990 (val 0.6059); rs0+rs2 TEST 0.5837 (val 0.5922); record+rs2 TEST 0.5762 (val 0.5850). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 over phi-lifted S01 pair experts (9 phi, 405 ch), pod ..18 GPU 2, 1121 s.)"}},{"first_score_seen":0.5786,"group":"pairwise","id":"arbitration","label":"Top-2 arbitration of the record by pair experts","link":"","note":"The record unchanged; when its top two are an adjacent pair, the pair expert decides. Thresholds fixed on fit.","parents":["relational"],"result":"0.5786 / 0.5818 / 0.5795 (three seeds)","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-14","visual":{"node_color_status":"record","visible_text":"arbitration | Top-2 arbitration of the record by pair experts | 0.5786 / 0.5818 / 0.5795 (three seeds) | The record unchanged; when its top two are an adjacent pair, the pair expert decides. Thresholds fixed on fit."}},{"first_score_seen":0.588,"group":"pairwise","id":"tournament","label":"Pairwise tournament, no record involved","link":"","note":"Width curve E2 .540, E4 .567, E8 .588, still climbing; one-vs-rest had flattened. Reproduced on the 4080 (0.584).","parents":["relational"],"result":"0.5880 / 0.5872 / 0.5878 at ~112k genes; 0.540-0.553 at ~28k (matched params); 0.565 fused at matched params","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-14","visual":{"node_color_status":"record","visible_text":"tournament | Pairwise tournament, no record involved | 0.5880 / 0.5872 / 0.5878 at ~112k genes; 0.540-0.553 at ~28k (matched params); 0.565 fused at matched params | Width curve E2 .540, E4 .567, E8 .588, still climbing; one-vs-rest had flattened. Reproduced on the 4080 (0.584)."}},{"first_score_seen":0.908,"group":"pairwise","id":"J02","label":"J02 curriculum airplane: ship, truck, automobile, bird, deer, frog, horse, dog, cat (claude)","link":"","note":"curriculum airplane; final step codon map curriculum_airplane_s20260911_final uploaded","parents":["J"],"result":"grown 0.908 vs scratch 0.900; airplane-ship retention 0.744 vs 0.639","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"J02 | J02 curriculum airplane: ship, truck, automobile, bird, deer, frog, horse, dog, cat (claude) | grown 0.908 vs scratch 0.900; airplane-ship retention 0.744 vs 0.639 | curriculum airplane; final step codon map curriculum_airplane_s20260911_final uploaded"}},{"first_score_seen":0.5996,"group":"pairwise","id":"K","label":"K. Exploit E16 at fixed parameters: allocate width to the hard pairs, prune experts by fit, fewer codons per expert","link":"","note":"K01-K05 will run after I02 finishes; no new pod; parameter curve E2/E4/E8 over fixed contrast bank","parents":["E01","I01"],"result":"width belongs on the hard pairs: +0.4 at fixed 360 experts; E8 accuracy at 63 pct of the experts; max width 0.5996 at 912","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"K | K. Exploit E16 at fixed parameters: allocate width to the hard pairs, prune experts by fit, fewer codons per expert | width belongs on the hard pairs: +0.4 at fixed 360 experts; E8 accuracy at 63 pct of the experts; max width 0.5996 at 912 | K01-K05 will run after I02 finishes; no new pod; parameter curve E2/E4/E8 over fixed contrast bank"}},{"first_score_seen":0.75,"group":"pairwise","id":"K01","label":"K01 hard 12 pairs at E32 with per-expert votes saved: prune to E8/E16 by fit balanced accuracy offline (claude)","link":"","note":"TEST RESULT K01 (hard 12 pairs at E32, per-expert votes, pod ..18 GPU 1, 4490 s): union AUC test per contrast: cat-dog 0.750 (val 0.759), bird-cat 0.872 (val 0.883), bird-deer 0.886 (val 0.876), bird-dog 0.880 (val 0.901), cat-deer 0.897 (val 0.902), deer-horse 0.898 (val 0.900), dog-horse 0.910 (val 0.919), bird-frog 0.916 (val 0.916), deer-dog 0.913 (val 0.920), automobile-truck 0.916 (val 0.922","parents":["K"],"result":"hard 12 at E32: cat-dog 0.750 test; allocation: easy E4 + hard top-19 = 0.5878 at 360 experts (uniform E8 0.5839); top-8 of 32 = 0.5843 at 228","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"K01 | K01 hard 12 pairs at E32 with per-expert votes saved: prune to E8/E16 by fit balanced accuracy offline (claude) | hard 12 at E32: cat-dog 0.750 test; allocation: easy E4 + hard top-19 = 0.5878 at 360 experts (uniform E8 0.5839); top-8 of 32 = 0.5843 at 228 | TEST RESULT K01 (hard 12 pairs at E32, per-expert votes, pod ..18 GPU 1, 4490 s): union AUC test per contrast: cat-dog 0.750 (val 0.759), bird-cat 0.872 (val 0.883), bird-deer 0.886 (val 0.876), bird-dog 0.880 (val 0.901), cat-deer 0.897 (val 0.902), deer-horse 0.898 (val 0.900), dog-horse 0.910 (val 0.919), bird-frog 0.916 (val 0.916), deer-dog 0.913 (val 0.920), automobile-truck 0.916 (val 0.922"}},{"first_score_seen":0.5875,"group":"pairwise","id":"S","label":"S. Pair experts that see all ten classes: separate A from B and abstain (vote near zero) on the other eight; tournament with abstention (Payton 2026-09-15 18:26)","link":"","note":"All-class-context pair-bank result landed.","parents":["E01"],"result":"TEST tournament 0.5875 / soft 0.5835 / arbitration 0.5822 / record+soft 0.5800 vs pair-only E8 0.5839, E16 0.5964, leader 0.6023","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"S | S. Pair experts that see all ten classes: separate A from B and abstain (vote near zero) on the other eight; tournament with abstention (Payton 2026-09-15 18:26) | TEST tournament 0.5875 / soft 0.5835 / arbitration 0.5822 / record+soft 0.5800 vs pair-only E8 0.5839, E16 0.5964, leader 0.6023 | All-class-context pair-bank result landed."}},{"first_score_seen":0.5875,"group":"pairwise","id":"S01","label":"S01 all 45 relational pair experts, E8, ALLCLASS fitness (A up, B down, others in the dead zone), pod f (claude)","link":"","note":"All-class-context pair experts now have a shared-frame map: s01_pair_vote_overlay. Key wall distances widened vs pair-only E8: cat-dog 0.477->0.501, plane-ship 0.713->0.741, car-truck 0.632->0.651; off-pair magnitude fell 0.805->0.773. Global between/within ratio dipped 1.261->1.234, so the gain is cleaner abstention/wall sharpening, not broad class separation.","parents":["S"],"result":"TEST 0.5875 vs pair-only E8 0.5839; +0.36, zero extra params","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"S01 | S01 all 45 relational pair experts, E8, ALLCLASS fitness (A up, B down, others in the dead zone), pod f (claude) | TEST 0.5875 vs pair-only E8 0.5839; +0.36, zero extra params | All-class-context pair experts now have a shared-frame map: s01_pair_vote_overlay. Key wall distances widened vs pair-only E8: cat-dog 0.477->0.501, plane-ship 0.713->0.741, car-truck 0.632->0.651; off-pair magnitude fell 0.805->0.773. Global between/within ratio dipped 1.261->1.234, so the gain is cleaner abstention/wall sharpening, not broad class separation."}},{"first_score_seen":0.972,"group":"pairwise","id":"pair_rs0","label":"RS0 pair experts on pixels, all 45 pairs","link":"","note":"The pie's narrow slices are exactly the pixel grammar's weak pairs.","parents":["pair_rs1"],"result":"median AUC 0.972; cat-dog 0.737 is the only pair under 0.8","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-14","visual":{"node_color_status":"gain","visible_text":"pair_rs0 | RS0 pair experts on pixels, all 45 pairs | median AUC 0.972; cat-dog 0.737 is the only pair under 0.8 | The pie's narrow slices are exactly the pixel grammar's weak pairs."}},{"first_score_seen":0.741,"group":"pairwise","id":"pair_rs1","label":"RS1 experts per adjacent pair over S0","link":"","note":"First cat-dog direction above 0.7; matches the pixel grammar's 0.737 at RS0.","parents":["pie"],"result":"cat-dog 0.741 (record's own 0.70)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-14","visual":{"node_color_status":"gain","visible_text":"pair_rs1 | RS1 experts per adjacent pair over S0 | cat-dog 0.741 (record's own 0.70) | First cat-dog direction above 0.7; matches the pixel grammar's 0.737 at RS0."}},{"first_score_seen":0.914,"group":"pairwise","id":"relational","label":"Relational pair experts (two-region relations)","link":"","note":"The first new primitive family to beat the pixel grammar on a wall.","parents":["pair_rs0","families"],"result":"plane-ship 0.914-0.930, car-truck 0.900-0.920, cat-dog 0.740 (ceiling)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-14","visual":{"node_color_status":"gain","visible_text":"relational | Relational pair experts (two-region relations) | plane-ship 0.914-0.930, car-truck 0.900-0.920, cat-dog 0.740 (ceiling) | The first new primitive family to beat the pixel grammar on a wall."}},{"first_score_seen":null,"group":"pairwise","id":"E02","label":"E02 pair_rel_phi_s20260911 (claude)","link":"","note":"if a phi from A lifts RS1, the same lift inside the relational codon should lift the contrasts; +1 or more on the tournament | harness /workspace/claude_pair_rel.py","parents":["E"],"result":"dropped: wave A produced no substrate better than the control, so there is nothing to lift the relational codons with","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"E02 | E02 pair_rel_phi_s20260911 (claude) | dropped: wave A produced no substrate better than the control, so there is nothing to lift the relational codons with | if a phi from A lifts RS1, the same lift inside the relational codon should lift the contrasts; +1 or more on the tournament | harness /workspace/claude_pair_rel.py"}},{"first_score_seen":0.741,"group":"pairwise","id":"J05","label":"J05 interleaved curriculum cat: grow, then 3 rounds of revisit the weakest class and consolidate on all, class-balanced (claude)","link":"","note":"TEST RESULT J05 (interleaved curriculum cat, balanced, 3 revisit/consolidate rounds, pod ..18 GPU 1, 1219 s): grown expert step by step, union AUC test: step1 0.741, step2 0.783, step3 0.794, step4 0.786, step5 0.783, step6 0.798, step7 0.813, step8 0.826, step9 0.836, revisit1 0.751, consol1 0.826, revisit2 0.731, consol2 0.819, revisit3 0.733, consol3 0.816. Final one-vs-rest 0.816 vs from-scrat","parents":["J03"],"result":"see-saw: revisit 0.75/0.73/0.73 dog, consolidate 0.54/0.55/0.51; one-vs-rest 0.82-0.83 throughout","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"J05 | J05 interleaved curriculum cat: grow, then 3 rounds of revisit the weakest class and consolidate on all, class-balanced (claude) | see-saw: revisit 0.75/0.73/0.73 dog, consolidate 0.54/0.55/0.51; one-vs-rest 0.82-0.83 throughout | TEST RESULT J05 (interleaved curriculum cat, balanced, 3 revisit/consolidate rounds, pod ..18 GPU 1, 1219 s): grown expert step by step, union AUC test: step1 0.741, step2 0.783, step3 0.794, step4 0.786, step5 0.783, step6 0.798, step7 0.813, step8 0.826, step9 0.836, revisit1 0.751, consol1 0.826, revisit2 0.731, consol2 0.819, revisit3 0.733, consol3 0.816. Final one-vs-rest 0.816 vs from-scrat"}},{"first_score_seen":0.5844,"group":"pairwise","id":"K03","label":"K03 all 45 pairs at E16 with K=5 codons per expert: E16 width at about E9 parameters (claude)","link":"","note":"K03 review updated with readout: all 45 relational pair experts, E16 with K=5 codons/expert. Classifier accuracy from saved K5 votes: tournament TEST 0.5844, soft margins 0.5634, arbitration 0.5780, record+soft 0.5709, vs clean record 0.5339. Comparison to K9/E16 same seed from the same reader: tournament 0.5954, soft 0.5779, arbitration 0.5856, record+soft 0.5746. Pair AUC stayed almost intact (median 0.976 vs K9 0.980; mean 0.951 vs 0.953), but 10-class voting needs K9's extra codons. Verdict: K5 is a parameter-efficiency gain over the old record, but not the best classifier point.","parents":["K"],"result":"K5 E16: TEST 0.5844 (val 0.5974) at 145k genes vs E16 K9 0.5964 at 257k, E8 K9 0.5839 at 128k: thinner experts lose the close calls","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"K03 | K03 all 45 pairs at E16 with K=5 codons per expert: E16 width at about E9 parameters (claude) | K5 E16: TEST 0.5844 (val 0.5974) at 145k genes vs E16 K9 0.5964 at 257k, E8 K9 0.5839 at 128k: thinner experts lose the close calls | K03 review updated with readout: all 45 relational pair experts, E16 with K=5 codons/expert. Classifier accuracy from saved K5 votes: tournament TEST 0.5844, soft margins 0.5634, arbitration 0.5780, record+soft 0.5709, vs clean record 0.5339. Comparison to K9/E16 same seed from the same reader: tournament 0.5954, soft 0.5779, arbitration 0.5856, record+soft 0.5746. Pair AUC stayed almost intact (median 0.976 vs K9 0.980; mean 0.951 vs 0.953), but 10-class voting needs K9's extra codons. Verdict: K5 is a parameter-efficiency gain over the old record, but not the best classifier point."}},{"first_score_seen":0.5832,"group":"pairwise","id":"S02","label":"S02 all 45 pair experts, E8, ALLCLASS with dead-zone abstention objective + abstention tournament (claude); runs after S01 on pod f","link":"","note":"Claude abstention-objective all-class pair bank; three chunks S02_g0/S02_g1/S02_g2 running, N04 queued behind it.","parents":["S"],"result":"dead-zone objective: TEST 0.5832 vs S01 soft 0.5874 vs pair-only 0.5839; pair AUCs slipped (cat-dog 0.721); abstention tournaments hurt all banks","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"S02 | S02 all 45 pair experts, E8, ALLCLASS with dead-zone abstention objective + abstention tournament (claude); runs after S01 on pod f | dead-zone objective: TEST 0.5832 vs S01 soft 0.5874 vs pair-only 0.5839; pair AUCs slipped (cat-dog 0.721); abstention tournaments hurt all banks | Claude abstention-objective all-class pair bank; three chunks S02_g0/S02_g1/S02_g2 running, N04 queued behind it."}},{"first_score_seen":0.958,"group":"pairwise","id":"H01","label":"H01 group experts for the tree's internal nodes: trunk (animal|vehicle), sky|ground, pet|wild; relational codons E8 (claude)","link":"","note":"TEST RESULT H01 (group experts trunk / sky / pet, relational E8, pod GPU 1, 291 s): union AUC test per contrast: trunk 0.958 (val 0.960), sky 0.929 (val 0.930), pet 0.849 (val 0.861). Median 0.929, lowest pet 0.849.","parents":["H"],"result":"group experts: animal|vehicle AUC 0.958, sky|ground 0.929, pet|wild 0.849 (relational E8)","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"H01 | H01 group experts for the tree's internal nodes: trunk (animal|vehicle), sky|ground, pet|wild; relational codons E8 (claude) | group experts: animal|vehicle AUC 0.958, sky|ground 0.929, pet|wild 0.849 (relational E8) | TEST RESULT H01 (group experts trunk / sky / pet, relational E8, pod GPU 1, 291 s): union AUC test per contrast: trunk 0.958 (val 0.960), sky 0.929 (val 0.930), pet 0.849 (val 0.861). Median 0.929, lowest pet 0.849."}},{"first_score_seen":0.888,"group":"pairwise","id":"H02","label":"H02 group experts: horse|pets, frog|bird+deer, wild|pets+horse; relational codons E8 (claude)","link":"","note":"TEST RESULT H02 (group experts horsepet / frogbd / wild3, relational E8, pod GPU 2, 287 s): union AUC test per contrast: horsepet 0.888 (val 0.906), frogbd 0.885 (val 0.892), wild3 0.838 (val 0.840). Median 0.885, lowest wild3 0.838.","parents":["H"],"result":"group experts: horse|pets 0.888, frog|bird+deer 0.885, wild3 0.838","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"H02 | H02 group experts: horse|pets, frog|bird+deer, wild|pets+horse; relational codons E8 (claude) | group experts: horse|pets 0.888, frog|bird+deer 0.885, wild3 0.838 | TEST RESULT H02 (group experts horsepet / frogbd / wild3, relational E8, pod GPU 2, 287 s): union AUC test per contrast: horsepet 0.888 (val 0.906), frogbd 0.885 (val 0.892), wild3 0.838 (val 0.840). Median 0.885, lowest wild3 0.838."}},{"first_score_seen":null,"group":"pairwise","id":"J","label":"J. Curriculum experts: grow one relational expert from a pair by adding a negative class per step (warm start), retention read at every step, from-scratch one-vs-rest control","link":"","note":"active: Claude curriculum cat/airplane incremental tests are running on GPUs1-2; Astra watcher will push final-step codon maps on DONE","parents":["pair_rs0","hierarchy"],"result":"J01-J06 done: growth equals scratch, founding pair decays under balanced and interleaved variants","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"J | J. Curriculum experts: grow one relational expert from a pair by adding a negative class per step (warm start), retention read at every step, from-scratch one-vs-rest control | J01-J06 done: growth equals scratch, founding pair decays under balanced and interleaved variants | active: Claude curriculum cat/airplane incremental tests are running on GPUs1-2; Astra watcher will push final-step codon maps on DONE"}},{"first_score_seen":0.832,"group":"pairwise","id":"J01","label":"J01 curriculum cat: dog, horse, deer, bird, frog, ship, airplane, truck, automobile (claude)","link":"","note":"curriculum cat complete; final-step codon map curriculum_cat_s20260911_final uploaded; incremental growth reached scratch one-vs-rest AUC but did not preserve cat-dog >0.70","parents":["J"],"result":"grown 0.832 vs scratch 0.834; cat-dog retention 0.562 vs 0.526; decays every step from 0.741","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"J01 | J01 curriculum cat: dog, horse, deer, bird, frog, ship, airplane, truck, automobile (claude) | grown 0.832 vs scratch 0.834; cat-dog retention 0.562 vs 0.526; decays every step from 0.741 | curriculum cat complete; final-step codon map curriculum_cat_s20260911_final uploaded; incremental growth reached scratch one-vs-rest AUC but did not preserve cat-dog >0.70"}},{"first_score_seen":0.836,"group":"pairwise","id":"J03","label":"J03 curriculum cat with class-balanced fitness: does cat-dog survive the added classes (claude)","link":"","note":"TEST RESULT J03 (curriculum cat, class-balanced fitness, pod ..18 GPU 2, 970 s): grown expert step by step, union AUC test: step1 0.741, step2 0.783, step3 0.794, step4 0.786, step5 0.783, step6 0.798, step7 0.813, step8 0.826, step9 0.836. Final one-vs-rest 0.836 vs from-scratch control 0.834 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): dog 0.559, horse","parents":["J"],"result":"balanced: 0.836 vs scratch 0.834, cat-dog retention 0.559 (same decay as J01): weighting is not the cause, capacity is","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"J03 | J03 curriculum cat with class-balanced fitness: does cat-dog survive the added classes (claude) | balanced: 0.836 vs scratch 0.834, cat-dog retention 0.559 (same decay as J01): weighting is not the cause, capacity is | TEST RESULT J03 (curriculum cat, class-balanced fitness, pod ..18 GPU 2, 970 s): grown expert step by step, union AUC test: step1 0.741, step2 0.783, step3 0.794, step4 0.786, step5 0.783, step6 0.798, step7 0.813, step8 0.826, step9 0.836. Final one-vs-rest 0.836 vs from-scratch control 0.834 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): dog 0.559, horse"}},{"first_score_seen":0.914,"group":"pairwise","id":"J04","label":"J04 curriculum airplane with class-balanced fitness (claude)","link":"","note":"TEST RESULT J04 (curriculum airplane, class-balanced fitness, pod ..18 GPU 2, 971 s): grown expert step by step, union AUC test: step1 0.920, step2 0.911, step3 0.906, step4 0.864, step5 0.878, step6 0.893, step7 0.901, step8 0.910, step9 0.914. Final one-vs-rest 0.914 vs from-scratch control 0.901 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): ship 0.737,","parents":["J"],"result":"balanced: 0.914 vs 0.900, ship retention 0.737 vs scratch 0.646","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"J04 | J04 curriculum airplane with class-balanced fitness (claude) | balanced: 0.914 vs 0.900, ship retention 0.737 vs scratch 0.646 | TEST RESULT J04 (curriculum airplane, class-balanced fitness, pod ..18 GPU 2, 971 s): grown expert step by step, union AUC test: step1 0.920, step2 0.911, step3 0.906, step4 0.864, step5 0.878, step6 0.893, step7 0.901, step8 0.910, step9 0.914. Final one-vs-rest 0.914 vs from-scratch control 0.901 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): ship 0.737,"}},{"first_score_seen":0.92,"group":"pairwise","id":"J06","label":"J06 interleaved curriculum airplane, same recipe (claude)","link":"","note":"TEST RESULT J06 (interleaved curriculum airplane, balanced, 3 rounds, pod ..18 GPU 1, 1227 s): grown expert step by step, union AUC test: step1 0.920, step2 0.911, step3 0.906, step4 0.864, step5 0.878, step6 0.893, step7 0.901, step8 0.910, step9 0.914, revisit1 0.908, consol1 0.904, revisit2 0.895, consol2 0.902, revisit3 0.901, consol3 0.901. Final one-vs-rest 0.901 vs from-scratch control 0.90","parents":["J04"],"result":"airplane interleaved: see-saw like cat","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"J06 | J06 interleaved curriculum airplane, same recipe (claude) | airplane interleaved: see-saw like cat | TEST RESULT J06 (interleaved curriculum airplane, balanced, 3 rounds, pod ..18 GPU 1, 1227 s): grown expert step by step, union AUC test: step1 0.920, step2 0.911, step3 0.906, step4 0.864, step5 0.878, step6 0.893, step7 0.901, step8 0.910, step9 0.914, revisit1 0.908, consol1 0.904, revisit2 0.895, consol2 0.902, revisit3 0.901, consol3 0.901. Final one-vs-rest 0.901 vs from-scratch control 0.90"}},{"first_score_seen":0.5964,"group":"pairwise","id":"K02","label":"K02 easy 33 pairs at E4: adaptive allocation, hard pairs wide and easy pairs narrow at the E8 budget (claude)","link":"","note":"E2=4, seed=20260911, approx new recombiner 6,228 genes; fixed frozen contrast bank; tournament ref 0.5964; codon map rs1_contrast_E4_s20260911","parents":["K"],"result":"easy 33 pairs at E4 done (1558 s); read with K01 in the allocation table","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"K02 | K02 easy 33 pairs at E4: adaptive allocation, hard pairs wide and easy pairs narrow at the E8 budget (claude) | easy 33 pairs at E4 done (1558 s); read with K01 in the allocation table | E2=4, seed=20260911, approx new recombiner 6,228 genes; fixed frozen contrast bank; tournament ref 0.5964; codon map rs1_contrast_E4_s20260911"}},{"first_score_seen":0.599,"group":"pairwise","id":"U","label":"U. Phi-lifted pair experts","link":"","note":"Pause state: U01-U03 landed. Composer alone dropped; composer+tournament around 0.599 was inside noise vs T. No queued/running U work remains.","parents":["S01","A"],"result":"closed: phi-lifted pair experts did not beat T/S03","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"U | U. Phi-lifted pair experts | closed: phi-lifted pair experts did not beat T/S03 | Pause state: U01-U03 landed. Composer alone dropped; composer+tournament around 0.599 was inside noise vs T. No queued/running U work remains."}},{"first_score_seen":0.372,"group":"probes","id":"P01","label":"Phi overlay linear probe","link":"","note":"Saved to Desktop/RS_probe_outputs_2026-09-15; tests whether phi overlay structure is predictive rather than only visual.","parents":[],"result":"3D linear 0.372; quadratic 0.525; branch probes animal/vehicle 0.629, vehicle 0.664, animal 0.764","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"P01 | Phi overlay linear probe | 3D linear 0.372; quadratic 0.525; branch probes animal/vehicle 0.629, vehicle 0.664, animal 0.764 | Saved to Desktop/RS_probe_outputs_2026-09-15; tests whether phi overlay structure is predictive rather than only visual."}},{"first_score_seen":null,"group":"probes","id":"P02","label":"RS selection census","link":"","note":"RS1 contrast: car-truck max .937, plane-ship max .927, cat-dog max .732. RS2 phi-union: cat-dog max .617/.630, zero codons >= .70.","parents":["P01"],"result":"RS1 contrast selects wall codons; RS2 phi-union loses cat-dog wall","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"P02 | RS selection census | RS1 contrast selects wall codons; RS2 phi-union loses cat-dog wall | RS1 contrast: car-truck max .937, plane-ship max .927, cat-dog max .732. RS2 phi-union: cat-dog max .617/.630, zero codons >= .70."}},{"first_score_seen":0.53,"group":"probes","id":"P90","label":"Astra: saddle test on the phi overlay neck (local quadratic, Hessian signs, 200 bootstraps) with the noise-null map as baseline; lobe class composition","link":"","note":"saddle_test.py; 2026-09-18","parents":["P01"],"result":"Saddle: dead (noise reproduces the opposite-sign Hessians; quadratic explains 0% of thickness). Lobes: animal-vs-vehicle split 0.19 vs 0.06 noise. POSITION kNN (10 classes, k=10): phi_overlay 0.530 vs permuted null 0.163; noise 0.122 vs 0.107; MNIST native 0.453 vs 0.102: the arrangement of the cloud carries 10-class structure 3x its null","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"P90 | Astra: saddle test on the phi overlay neck (local quadratic, Hessian signs, 200 bootstraps) with the noise-null map as baseline; lobe class composition | Saddle: dead (noise reproduces the opposite-sign Hessians; quadratic explains 0% of thickness). Lobes: animal-vs-vehicle split 0.19 vs 0.06 noise. POSITION kNN (10 classes, k=10): phi_overlay 0.530 vs permuted null 0.163; noise 0.122 vs 0.107; MNIST native 0.453 vs 0.102: the arrangement of the cloud carries 10-class structure 3x its null | saddle_test.py; 2026-09-18"}},{"first_score_seen":0.146,"group":"probes","id":"P92","label":"Astra: WHOLE-PIPELINE NOISE NULL of the phi composite: RS0 evolved on noise10 (record recipe), 31 phi lifts + evolved RS1 over it, same frame, same class assignment","link":"","note":"maps crossphi_noise31 and crossphi_random31 live on /radial-phi; tooltip and class-colour fixes shipped to radial_phi.js 2026-09-18","parents":["P91"],"result":"noise31: position kNN 0.146 (perm null 0.103, majority 0.124), no lobes (split 0.011), class-mean separation 0.066, eff dim 500 (isotropic). CIFAR evolved 0.530 / split 0.193 / ED 17.5; CIFAR random-RS1 0.467 / 0.045 / 35. The shapes are the data's, not the pipeline's; maps crossphi_noise31 and crossphi_random31 published on /radial-phi","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"P92 | Astra: WHOLE-PIPELINE NOISE NULL of the phi composite: RS0 evolved on noise10 (record recipe), 31 phi lifts + evolved RS1 over it, same frame, same class assignment | noise31: position kNN 0.146 (perm null 0.103, majority 0.124), no lobes (split 0.011), class-mean separation 0.066, eff dim 500 (isotropic). CIFAR evolved 0.530 / split 0.193 / ED 17.5; CIFAR random-RS1 0.467 / 0.045 / 35. The shapes are the data's, not the pipeline's; maps crossphi_noise31 and crossphi_random31 published on /radial-phi | maps crossphi_noise31 and crossphi_random31 live on /radial-phi; tooltip and class-colour fixes shipped to radial_phi.js 2026-09-18"}},{"first_score_seen":null,"group":"probes","id":"P93","label":"Astra: what the shapes represent (H3 folds, H4 edge-likeness, H5 ablation) on four RS0 banks vs shuffled-image nulls","link":"","note":"astra_shape_meaning.py; C:/workspace/shape_meaning; 2026-09-18","parents":["P92"],"result":"folds track image top-bottom/left-right mass on MNIST (0.32/0.21), barely on CIFAR (0.07/0.06); axis follows local gradient orientation weakly everywhere (0.12-0.20); separating codons are the oriented ones on MNIST (0.56-0.59) and only after shape evolution on CIFAR (0.25 vs 0.04 record); the read uses vertical extent (Iyy) and top-bottom fold most, left-right structure not at all","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"P93 | Astra: what the shapes represent (H3 folds, H4 edge-likeness, H5 ablation) on four RS0 banks vs shuffled-image nulls | folds track image top-bottom/left-right mass on MNIST (0.32/0.21), barely on CIFAR (0.07/0.06); axis follows local gradient orientation weakly everywhere (0.12-0.20); separating codons are the oriented ones on MNIST (0.56-0.59) and only after shape evolution on CIFAR (0.25 vs 0.04 record); the read uses vertical extent (Iyy) and top-bottom fold most, left-right structure not at all | astra_shape_meaning.py; C:/workspace/shape_meaning; 2026-09-18"}},{"first_score_seen":0.5202,"group":"probes","id":"P94","label":"Colour + grayscale read-level union","link":"","note":"Small repeatable RS1/read lift but under 1.2-point record bar. Full colour+gray read ties record. Class sep 0.532 vs colour 0.550; ED 15.3 vs 13.0; fork collapses 0.044 vs 0.258. sq/abs weaker. Pod stopped, artifacts C:/workspace/union_pod.","parents":["AG14","P92"],"result":"RS0 union 0.5202; union RS1 0.5187/0.5119; colour RS0 + union RS1 0.5387/0.5374; full union 0.5342/0.5331; kNN 0.564","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-19","visual":{"node_color_status":"null","visible_text":"P94 | Colour + grayscale read-level union | RS0 union 0.5202; union RS1 0.5187/0.5119; colour RS0 + union RS1 0.5387/0.5374; full union 0.5342/0.5331; kNN 0.564 | Small repeatable RS1/read lift but under 1.2-point record bar. Full colour+gray read ties record. Class sep 0.532 vs colour 0.550; ED 15.3 vs 13.0; fork collapses 0.044 vs 0.258. sq/abs weaker. Pod stopped, artifacts C:/workspace/union_pod."}},{"first_score_seen":0.53,"group":"probes","id":"P91","label":"Astra: like-for-like random-bank null of the 31-substrate composite (random RS1 genomes over the same lifted S0, same images, same frame code, same class assignment)","link":"","note":"astra_phi_null.py + composite_metrics.py; pod astra-null3, 2 min GPU; 2026-09-18","parents":["P90"],"result":"evolved vs random: position kNN 0.530 vs 0.467 (perm null 0.16); lobe split 0.193 vs 0.045; class-mean separation 0.480 vs 0.334; eff dim 17.5 vs 35.0. Most ten-class arrangement is inherited from the labeled substrate; evolution adds +6 purity (animals), the animal-vs-vehicle fork is evolution's","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-18","visual":{"node_color_status":"note","visible_text":"P91 | Astra: like-for-like random-bank null of the 31-substrate composite (random RS1 genomes over the same lifted S0, same images, same frame code, same class assignment) | evolved vs random: position kNN 0.530 vs 0.467 (perm null 0.16); lobe split 0.193 vs 0.045; class-mean separation 0.480 vs 0.334; eff dim 17.5 vs 35.0. Most ten-class arrangement is inherited from the labeled substrate; evolution adds +6 purity (animals), the animal-vs-vehicle fork is evolution's | astra_phi_null.py + composite_metrics.py; pod astra-null3, 2 min GPU; 2026-09-18"}},{"first_score_seen":0.568,"group":"radial_phi","id":"AG14","label":"Astra: CIFAR-10 GRAYSCALE composite over all 31 phi activations (RS0 evolved on grayscale by the record recipe, 31 lifts + evolved RS1, same frame as the colour composite) for a side-by-side colour vs grayscale RS0 codon comparison","link":"","note":"run_gray_composite_astra.sh on astra-gray3 (~50 min GPU); picture composite_colour_vs_gray.png","parents":["AG","P92"],"result":"gray31 composite: position kNN 0.568 (perm null 0.18), fork 0.146, class-mean separation 0.417, eff dim 18.6 vs colour phi_overlay 0.530 / 0.193 / 0.480 / 17.5. Grayscale RS0 fits 0.70-0.82 per class. Grayscale keeps the ten-class arrangement (slightly purer) but loses part of the animal/vehicle fork; bird and cat nearly vanish from the class assignment (2% of codons each vs 5-6% colour). Map crossphi_gray31 on /radial-phi","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AG14 | Astra: CIFAR-10 GRAYSCALE composite over all 31 phi activations (RS0 evolved on grayscale by the record recipe, 31 lifts + evolved RS1, same frame as the colour composite) for a side-by-side colour vs grayscale RS0 codon comparison | gray31 composite: position kNN 0.568 (perm null 0.18), fork 0.146, class-mean separation 0.417, eff dim 18.6 vs colour phi_overlay 0.530 / 0.193 / 0.480 / 17.5. Grayscale RS0 fits 0.70-0.82 per class. Grayscale keeps the ten-class arrangement (slightly purer) but loses part of the animal/vehicle fork; bird and cat nearly vanish from the class assignment (2% of codons each vs 5-6% colour). Map crossphi_gray31 on /radial-phi | run_gray_composite_astra.sh on astra-gray3 (~50 min GPU); picture composite_colour_vs_gray.png"}},{"first_score_seen":null,"group":"radial_phi","id":"AD08","label":"UCF101 phi activation map","link":"","note":"Superseded by AD09: Payton requires UCF101 phi activation maps at 64x64 minimum. AD08 used the default 32x32 cross-dataset path and remains only as a low-res preview.","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD08 | UCF101 phi activation map | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | Superseded by AD09: Payton requires UCF101 phi activation maps at 64x64 minimum. AD08 used the default 32x32 cross-dataset path and remains only as a low-res preview."}},{"first_score_seen":0.1464,"group":"radial_phi","id":"AD09","label":"UCF101 native phi activation map 64x64","link":"","note":"UCF101 native 64x64 (mean frame, split 1), native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 64x64, search 7420 rows), 3636 codons, 62757 genes. RS0 alone test top-1 0.1464 (val 0.1776, chance 0.010, 101 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 91118 points, participation ratio 25.24, n90 552, shape [1.77, 1.06, 1.0]. Live on /radial-phi as crossphi_ucf101native64_ucf101_rs0_e4_s20260917.","parents":["AD"],"result":"MAP live: UCF101 native 64x64 (mean frame, split 1) RS0 test 0.1464, PR 25.24, n90 552, shape [1.77, 1.06, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AD09 | UCF101 native phi activation map 64x64 | MAP live: UCF101 native 64x64 (mean frame, split 1) RS0 test 0.1464, PR 25.24, n90 552, shape [1.77, 1.06, 1.0] | UCF101 native 64x64 (mean frame, split 1), native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 64x64, search 7420 rows), 3636 codons, 62757 genes. RS0 alone test top-1 0.1464 (val 0.1776, chance 0.010, 101 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 91118 points, participation ratio 25.24, n90 552, shape [1.77, 1.06, 1.0]. Live on /radial-phi as crossphi_ucf101native64_ucf101_rs0_e4_s20260917."}},{"first_score_seen":null,"group":"radial_phi","id":"AG","label":"AG. Native phi activation maps (RS0 evolved on each dataset, Astra)","link":"","note":"Replaces the invalid AA-AD maps. Each dataset evolves its own RS0 bank (record grammar, balanced one-vs-rest, K9 B200 CAND32), then 27 phi shapes over its own codons, map in its own frame, no CIFAR. Pod astra-native-phi, 3 GPUs. E4 pass first, E8 pass after.","parents":[],"result":"13 native maps live on /radial-phi (E4 pass; CIFAR-100 fine at E2), all datasets evolve their own RS0 bank","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG | AG. Native phi activation maps (RS0 evolved on each dataset, Astra) | 13 native maps live on /radial-phi (E4 pass; CIFAR-100 fine at E2), all datasets evolve their own RS0 bank | Replaces the invalid AA-AD maps. Each dataset evolves its own RS0 bank (record grammar, balanced one-vs-rest, K9 B200 CAND32), then 27 phi shapes over its own codons, map in its own frame, no CIFAR. Pod astra-native-phi, 3 GPUs. E4 pass first, E8 pass after."}},{"first_score_seen":0.5591,"group":"radial_phi","id":"AG01","label":"SVHN native phi map","link":"","note":"SVHN native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.5591 (val 0.5800, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9567 points, participation ratio 15.06, n90 364, shape [2.18, 1.07, 1.0]. Live on /radial-phi as crossphi_svhnnative32.","parents":["AG"],"result":"MAP live: SVHN native RS0 test 0.5591, PR 15.06, n90 364, shape [2.18, 1.07, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG01 | SVHN native phi map | MAP live: SVHN native RS0 test 0.5591, PR 15.06, n90 364, shape [2.18, 1.07, 1.0] | SVHN native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.5591 (val 0.5800, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9567 points, participation ratio 15.06, n90 364, shape [2.18, 1.07, 1.0]. Live on /radial-phi as crossphi_svhnnative32."}},{"first_score_seen":0.694,"group":"radial_phi","id":"AG02","label":"Fashion-MNIST native phi map","link":"","note":"Fashion-MNIST native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.6940 (val 0.6993, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8681 points, participation ratio 9.9, n90 289, shape [2.33, 1.23, 1.0]. Live on /radial-phi as crossphi_fashionnative32.","parents":["AG"],"result":"MAP live: Fashion-MNIST native RS0 test 0.6940, PR 9.9, n90 289, shape [2.33, 1.23, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG02 | Fashion-MNIST native phi map | MAP live: Fashion-MNIST native RS0 test 0.6940, PR 9.9, n90 289, shape [2.33, 1.23, 1.0] | Fashion-MNIST native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.6940 (val 0.6993, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8681 points, participation ratio 9.9, n90 289, shape [2.33, 1.23, 1.0]. Live on /radial-phi as crossphi_fashionnative32."}},{"first_score_seen":0.9069,"group":"radial_phi","id":"AG03","label":"MNIST native phi map","link":"","note":"MNIST native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.9069 (val 0.9032, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 5455 points, participation ratio 11.57, n90 203, shape [3.04, 1.72, 1.0]. Live on /radial-phi as crossphi_mnistnative32.","parents":["AG"],"result":"MAP live: MNIST native RS0 test 0.9069, PR 11.57, n90 203, shape [3.04, 1.72, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG03 | MNIST native phi map | MAP live: MNIST native RS0 test 0.9069, PR 11.57, n90 203, shape [3.04, 1.72, 1.0] | MNIST native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.9069 (val 0.9032, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 5455 points, participation ratio 11.57, n90 203, shape [3.04, 1.72, 1.0]. Live on /radial-phi as crossphi_mnistnative32."}},{"first_score_seen":0.6276,"group":"radial_phi","id":"AG04","label":"KMNIST native phi map","link":"","note":"KMNIST native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.6276 (val 0.7762, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8503 points, participation ratio 6.49, n90 279, shape [3.41, 1.37, 1.0]. Live on /radial-phi as crossphi_kmnistnative32.","parents":["AG"],"result":"MAP live: KMNIST native RS0 test 0.6276, PR 6.49, n90 279, shape [3.41, 1.37, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG04 | KMNIST native phi map | MAP live: KMNIST native RS0 test 0.6276, PR 6.49, n90 279, shape [3.41, 1.37, 1.0] | KMNIST native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.6276 (val 0.7762, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8503 points, participation ratio 6.49, n90 279, shape [3.41, 1.37, 1.0]. Live on /radial-phi as crossphi_kmnistnative32."}},{"first_score_seen":0.3986,"group":"radial_phi","id":"AG05","label":"STL-10 native phi map","link":"","note":"STL-10 native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 4000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.3986 (val 0.3850, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9539 points, participation ratio 25.27, n90 483, shape [1.72, 1.08, 1.0]. Live on /radial-phi as crossphi_stl10native32.","parents":["AG"],"result":"MAP live: STL-10 native RS0 test 0.3986, PR 25.27, n90 483, shape [1.72, 1.08, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG05 | STL-10 native phi map | MAP live: STL-10 native RS0 test 0.3986, PR 25.27, n90 483, shape [1.72, 1.08, 1.0] | STL-10 native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 4000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.3986 (val 0.3850, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9539 points, participation ratio 25.27, n90 483, shape [1.72, 1.08, 1.0]. Live on /radial-phi as crossphi_stl10native32."}},{"first_score_seen":0.3086,"group":"radial_phi","id":"AG06","label":"CIFAR-100 coarse native phi map","link":"","note":"CIFAR-100 coarse native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 720 codons, 12427 genes. RS0 alone test top-1 0.3086 (val 0.3151, chance 0.050, 20 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 18896 points, participation ratio 27.36, n90 511, shape [1.6, 1.23, 1.0]. Live on /radial-phi as crossphi_cifar100coarsenative32.","parents":["AG"],"result":"MAP live: CIFAR-100 coarse native RS0 test 0.3086, PR 27.36, n90 511, shape [1.6, 1.23, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG06 | CIFAR-100 coarse native phi map | MAP live: CIFAR-100 coarse native RS0 test 0.3086, PR 27.36, n90 511, shape [1.6, 1.23, 1.0] | CIFAR-100 coarse native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 720 codons, 12427 genes. RS0 alone test top-1 0.3086 (val 0.3151, chance 0.050, 20 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 18896 points, participation ratio 27.36, n90 511, shape [1.6, 1.23, 1.0]. Live on /radial-phi as crossphi_cifar100coarsenative32."}},{"first_score_seen":0.1403,"group":"radial_phi","id":"AG07","label":"CIFAR-100 fine native phi map","link":"","note":"CIFAR-100 fine native (E2), native phi activation map: RS0 bank evolved on the dataset itself (2 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 1800 codons, 31068 genes. RS0 alone test top-1 0.1403 (val 0.1377, chance 0.010, 100 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 46554 points, participation ratio 27.76, n90 651, shape [1.67, 1.28, 1.0]. Live on /radial-phi as crossphi_cifar100finenative32.","parents":["AG"],"result":"MAP live: CIFAR-100 fine native (E2) RS0 test 0.1403, PR 27.76, n90 651, shape [1.67, 1.28, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG07 | CIFAR-100 fine native phi map | MAP live: CIFAR-100 fine native (E2) RS0 test 0.1403, PR 27.76, n90 651, shape [1.67, 1.28, 1.0] | CIFAR-100 fine native (E2), native phi activation map: RS0 bank evolved on the dataset itself (2 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 1800 codons, 31068 genes. RS0 alone test top-1 0.1403 (val 0.1377, chance 0.010, 100 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 46554 points, participation ratio 27.76, n90 651, shape [1.67, 1.28, 1.0]. Live on /radial-phi as crossphi_cifar100finenative32."}},{"first_score_seen":0.441,"group":"radial_phi","id":"AG08","label":"CIFAR-10 grayscale native phi map","link":"","note":"CIFAR-10 grayscale native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4410 (val 0.4523, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8889 points, participation ratio 17.3, n90 395, shape [1.68, 1.28, 1.0]. Live on /radial-phi as crossphi_cifar10graynative32.","parents":["AG"],"result":"MAP live: CIFAR-10 grayscale native RS0 test 0.4410, PR 17.3, n90 395, shape [1.68, 1.28, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG08 | CIFAR-10 grayscale native phi map | MAP live: CIFAR-10 grayscale native RS0 test 0.4410, PR 17.3, n90 395, shape [1.68, 1.28, 1.0] | CIFAR-10 grayscale native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4410 (val 0.4523, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8889 points, participation ratio 17.3, n90 395, shape [1.68, 1.28, 1.0]. Live on /radial-phi as crossphi_cifar10graynative32."}},{"first_score_seen":0.4967,"group":"radial_phi","id":"AG09","label":"CIFAR-10 inverted native phi map","link":"","note":"CIFAR-10 inverted native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4967 (val 0.5149, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9422 points, participation ratio 25.53, n90 434, shape [1.62, 1.12, 1.0]. Live on /radial-phi as crossphi_cifar10invertnative32.","parents":["AG"],"result":"MAP live: CIFAR-10 inverted native RS0 test 0.4967, PR 25.53, n90 434, shape [1.62, 1.12, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG09 | CIFAR-10 inverted native phi map | MAP live: CIFAR-10 inverted native RS0 test 0.4967, PR 25.53, n90 434, shape [1.62, 1.12, 1.0] | CIFAR-10 inverted native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4967 (val 0.5149, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9422 points, participation ratio 25.53, n90 434, shape [1.62, 1.12, 1.0]. Live on /radial-phi as crossphi_cifar10invertnative32."}},{"first_score_seen":0.4144,"group":"radial_phi","id":"AG10","label":"CIFAR-10 edges native phi map","link":"","note":"CIFAR-10 edges native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4144 (val 0.4212, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8822 points, participation ratio 11.11, n90 455, shape [2.22, 1.25, 1.0]. Live on /radial-phi as crossphi_cifar10edgenative32.","parents":["AG"],"result":"MAP live: CIFAR-10 edges native RS0 test 0.4144, PR 11.11, n90 455, shape [2.22, 1.25, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG10 | CIFAR-10 edges native phi map | MAP live: CIFAR-10 edges native RS0 test 0.4144, PR 11.11, n90 455, shape [2.22, 1.25, 1.0] | CIFAR-10 edges native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4144 (val 0.4212, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 8822 points, participation ratio 11.11, n90 455, shape [2.22, 1.25, 1.0]. Live on /radial-phi as crossphi_cifar10edgenative32."}},{"first_score_seen":0.4922,"group":"radial_phi","id":"AG11","label":"CIFAR-10 BGR native phi map","link":"","note":"CIFAR-10 BGR native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4922 (val 0.5046, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9365 points, participation ratio 25.35, n90 438, shape [1.64, 1.17, 1.0]. Live on /radial-phi as crossphi_cifar10bgrnative32.","parents":["AG"],"result":"MAP live: CIFAR-10 BGR native RS0 test 0.4922, PR 25.35, n90 438, shape [1.64, 1.17, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG11 | CIFAR-10 BGR native phi map | MAP live: CIFAR-10 BGR native RS0 test 0.4922, PR 25.35, n90 438, shape [1.64, 1.17, 1.0] | CIFAR-10 BGR native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4922 (val 0.5046, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9365 points, participation ratio 25.35, n90 438, shape [1.64, 1.17, 1.0]. Live on /radial-phi as crossphi_cifar10bgrnative32."}},{"first_score_seen":0.4504,"group":"radial_phi","id":"AG12","label":"CIFAR-10 lowres native phi map","link":"","note":"CIFAR-10 lowres native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4504 (val 0.4576, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9391 points, participation ratio 25.98, n90 334, shape [1.25, 1.14, 1.0]. Live on /radial-phi as crossphi_cifar10lowresnative32.","parents":["AG"],"result":"MAP live: CIFAR-10 lowres native RS0 test 0.4504, PR 25.98, n90 334, shape [1.25, 1.14, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG12 | CIFAR-10 lowres native phi map | MAP live: CIFAR-10 lowres native RS0 test 0.4504, PR 25.98, n90 334, shape [1.25, 1.14, 1.0] | CIFAR-10 lowres native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4504 (val 0.4576, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9391 points, participation ratio 25.98, n90 334, shape [1.25, 1.14, 1.0]. Live on /radial-phi as crossphi_cifar10lowresnative32."}},{"first_score_seen":0.4598,"group":"radial_phi","id":"AG13","label":"CIFAR-10 posterized native phi map","link":"","note":"CIFAR-10 posterized native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4598 (val 0.4581, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9369 points, participation ratio 22.42, n90 420, shape [1.69, 1.23, 1.0]. Live on /radial-phi as crossphi_cifar10posternative32.","parents":["AG"],"result":"MAP live: CIFAR-10 posterized native RS0 test 0.4598, PR 22.42, n90 420, shape [1.69, 1.23, 1.0]","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AG13 | CIFAR-10 posterized native phi map | MAP live: CIFAR-10 posterized native RS0 test 0.4598, PR 22.42, n90 420, shape [1.69, 1.23, 1.0] | CIFAR-10 posterized native, native phi activation map: RS0 bank evolved on the dataset itself (4 experts x 9 codons per class, B200 CAND32, 32x32, search 40000 rows), 360 codons, 6214 genes. RS0 alone test top-1 0.4598 (val 0.4581, chance 0.100, 10 classes). Map over its own test images, 27 phi shapes, own frame, no CIFAR: 9369 points, participation ratio 22.42, n90 420, shape [1.69, 1.23, 1.0]. Live on /radial-phi as crossphi_cifar10posternative32."}},{"first_score_seen":null,"group":"readouts","id":"V4","label":"V4 lean relational grammar (diff, disp, corr, prod) all-class E16 bank (pod lane)","link":"","note":"Claude update 01:37 UTC: diff/disp/corr/prod only, all-class E8; last pairs landing, readout expected shortly.","parents":["V"],"result":"running: lean grammar all-class E8, 37/45 pairs done; readout pending","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V4 | V4 lean relational grammar (diff, disp, corr, prod) all-class E16 bank (pod lane) | running: lean grammar all-class E8, 37/45 pairs done; readout pending | Claude update 01:37 UTC: diff/disp/corr/prod only, all-class E8; last pairs landing, readout expected shortly."}},{"first_score_seen":0.5961,"group":"readouts","id":"I01","label":"I01 RS1 over the contrast bank, seed 20260911 (claude)","link":"","note":"RS1 contrast seed 20260911; codon map rs1_contrast_s20260911 uploaded","parents":["I"],"result":"RS1-contrast 0.5961; fused with tournament 0.6023 test (val 0.6063); +12k genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"I01 | I01 RS1 over the contrast bank, seed 20260911 (claude) | RS1-contrast 0.5961; fused with tournament 0.6023 test (val 0.6063); +12k genes | RS1 contrast seed 20260911; codon map rs1_contrast_s20260911 uploaded"}},{"first_score_seen":0.5949,"group":"readouts","id":"I02","label":"I02 RS1 over the contrast bank, seed 20260912 (claude)","link":"","note":"TEST RESULT I02 (RS1 over the contrast bank, seed 20260912, pod ..18 GPU 0, 1060 s): rs2 test 0.5949 (val 0.6062); tournament_45 test 0.5964 (val 0.6003); rs1contrast+tournament test 0.6006 (val 0.6047); rs1contrast+tournament+record test 0.5929 (val 0.6009); rs0+rs2 test 0.5834 (val 0.5919); record+rs2 test 0.5762 (val 0.5865). Record: RS1 0.5025, fused 0.5339.","parents":["I"],"result":"seed 2: RS1-contrast 0.5949; fused with tournament 0.6006 test (val 0.6047); seeds agree","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"I02 | I02 RS1 over the contrast bank, seed 20260912 (claude) | seed 2: RS1-contrast 0.5949; fused with tournament 0.6006 test (val 0.6047); seeds agree | TEST RESULT I02 (RS1 over the contrast bank, seed 20260912, pod ..18 GPU 0, 1060 s): rs2 test 0.5949 (val 0.6062); tournament_45 test 0.5964 (val 0.6003); rs1contrast+tournament test 0.6006 (val 0.6047); rs1contrast+tournament+record test 0.5929 (val 0.6009); rs0+rs2 test 0.5834 (val 0.5919); record+rs2 test 0.5762 (val 0.5865). Record: RS1 0.5025, fused 0.5339."}},{"first_score_seen":0.5915,"group":"readouts","id":"T","label":"T. Composer over the all-class bank: RS1 (record recipe) over the S01 votes vs over the pair-only E8 votes, same 45+6 channels; the test of the shared-language claim","link":"","note":"T01 S01 bank seed 1, T03 seed 2, T02 pair-only E8 bank; pod ..18, 2026-09-15 19:42 UTC","parents":["S01","I01"],"result":"composer over the all-class bank: 0.5915/0.5881 alone, 0.5969/0.5959 + tournament (two seeds) vs pair-only control 0.5817/0.5917; ~140k genes matches the 257k E16 line","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T | T. Composer over the all-class bank: RS1 (record recipe) over the S01 votes vs over the pair-only E8 votes, same 45+6 channels; the test of the shared-language claim | composer over the all-class bank: 0.5915/0.5881 alone, 0.5969/0.5959 + tournament (two seeds) vs pair-only control 0.5817/0.5917; ~140k genes matches the 257k E16 line | T01 S01 bank seed 1, T03 seed 2, T02 pair-only E8 bank; pod ..18, 2026-09-15 19:42 UTC"}},{"first_score_seen":0.5915,"group":"readouts","id":"T01","label":"T01 RS1 composer over the S01 all-class bank (45 pairs + 6 groups), seed 1, pod ..18 GPU 0 (claude)","link":"","note":"TEST RESULT T01: rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val 0.5898); record+rs2 TEST 0.5743 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 all-class bank (4","parents":["T"],"result":"rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T01 | T01 RS1 composer over the S01 all-class bank (45 pairs + 6 groups), seed 1, pod ..18 GPU 0 (claude) | rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val  | TEST RESULT T01: rs2 TEST 0.5915 (val 0.6048); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5969 (val 0.6043); rs1contrast+tournament+record TEST 0.5927 (val 0.6010); rs0+rs2 TEST 0.5804 (val 0.5898); record+rs2 TEST 0.5743 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 all-class bank (4"}},{"first_score_seen":0.5881,"group":"readouts","id":"T03","label":"T03 RS1 composer over the S01 bank, seed 2, pod ..18 GPU 2 (claude)","link":"","note":"TEST RESULT T03: rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val 0.5908); record+rs2 TEST 0.5732 (val 0.5848). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 bank, seed 2, pod","parents":["T"],"result":"rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T03 | T03 RS1 composer over the S01 bank, seed 2, pod ..18 GPU 2 (claude) | rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val  | TEST RESULT T03: rs2 TEST 0.5881 (val 0.6015); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5959 (val 0.6046); rs1contrast+tournament+record TEST 0.5920 (val 0.6026); rs0+rs2 TEST 0.5807 (val 0.5908); record+rs2 TEST 0.5732 (val 0.5848). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the S01 bank, seed 2, pod"}},{"first_score_seen":0.5972,"group":"readouts","id":"T04","label":"T04 composer over the S01 bank with a wider top layer, E16 experts per class (claude)","link":"","note":"TEST RESULT T04: rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val 0.5959); record+rs2 TEST 0.5773 (val 0.5898). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, E16 top layer, ","parents":["T01"],"result":"rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T04 | T04 composer over the S01 bank with a wider top layer, E16 experts per class (claude) | rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val  | TEST RESULT T04: rs2 TEST 0.5972 (val 0.6140); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5944 (val 0.6059); rs1contrast+tournament+record TEST 0.5931 (val 0.6014); rs0+rs2 TEST 0.5852 (val 0.5959); record+rs2 TEST 0.5773 (val 0.5898). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, E16 top layer, "}},{"first_score_seen":0.5918,"group":"readouts","id":"T05","label":"T05 composer over the S01 bank with K=18 codons per expert (claude)","link":"","note":"TEST RESULT T05: rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val 0.5938); record+rs2 TEST 0.5742 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, K=18 codons per","parents":["T01"],"result":"rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T05 | T05 composer over the S01 bank with K=18 codons per expert (claude) | rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val  | TEST RESULT T05: rs2 TEST 0.5918 (val 0.6032); tournament_45 TEST 0.5874 (val 0.5938); rs1contrast+tournament TEST 0.5947 (val 0.6062); rs1contrast+tournament+record TEST 0.5928 (val 0.6032); rs0+rs2 TEST 0.5844 (val 0.5938); record+rs2 TEST 0.5742 (val 0.5871). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S01 bank, K=18 codons per"}},{"first_score_seen":0.5983,"group":"readouts","id":"T06","label":"T06 composer over the S03 all-class E16 bank, seed 1 (claude)","link":"","note":"TEST RESULT T06: rs2 TEST 0.5983 (val 0.6162); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6112); rs1contrast+tournament+record TEST 0.5977 (val 0.6041); rs0+rs2 TEST 0.5849 (val 0.5945); record+rs2 TEST 0.5750 (val 0.5877). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S03 all-class E16 bank, s","parents":["S03"],"result":"rs2 TEST 0.5983 (val 0.6162); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6112); rs1contrast+tournament+record TEST 0.5977 (val 0.6041); rs0+rs2 TEST 0.5849 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T06 | T06 composer over the S03 all-class E16 bank, seed 1 (claude) | rs2 TEST 0.5983 (val 0.6162); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6112); rs1contrast+tournament+record TEST 0.5977 (val 0.6041); rs0+rs2 TEST 0.5849 (val  | TEST RESULT T06: rs2 TEST 0.5983 (val 0.6162); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6112); rs1contrast+tournament+record TEST 0.5977 (val 0.6041); rs0+rs2 TEST 0.5849 (val 0.5945); record+rs2 TEST 0.5750 (val 0.5877). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S03 all-class E16 bank, s"}},{"first_score_seen":0.5976,"group":"readouts","id":"T07","label":"T07 composer over the S03 bank, seed 2 (claude)","link":"","note":"TEST RESULT T07: rs2 TEST 0.5976 (val 0.6124); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6052 (val 0.6113); rs1contrast+tournament+record TEST 0.5980 (val 0.6058); rs0+rs2 TEST 0.5868 (val 0.5934); record+rs2 TEST 0.5785 (val 0.5891). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S03 bank, seed 2, pod g, ","parents":["S03"],"result":"rs2 TEST 0.5976 (val 0.6124); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6052 (val 0.6113); rs1contrast+tournament+record TEST 0.5980 (val 0.6058); rs0+rs2 TEST 0.5868 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T07 | T07 composer over the S03 bank, seed 2 (claude) | rs2 TEST 0.5976 (val 0.6124); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6052 (val 0.6113); rs1contrast+tournament+record TEST 0.5980 (val 0.6058); rs0+rs2 TEST 0.5868 (val  | TEST RESULT T07: rs2 TEST 0.5976 (val 0.6124); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6052 (val 0.6113); rs1contrast+tournament+record TEST 0.5980 (val 0.6058); rs0+rs2 TEST 0.5868 (val 0.5934); record+rs2 TEST 0.5785 (val 0.5891). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S03 bank, seed 2, pod g, "}},{"first_score_seen":0.6038,"group":"readouts","id":"T08","label":"T08 composer over the S03 bank, E16 top layer (claude)","link":"","note":"TEST RESULT T08: rs2 TEST 0.6038 (val 0.6175); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6060 (val 0.6112); rs1contrast+tournament+record TEST 0.5982 (val 0.6054); rs0+rs2 TEST 0.5852 (val 0.5936); record+rs2 TEST 0.5782 (val 0.5879). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S03 bank, E16 top layer, ","parents":["S03"],"result":"rs2 TEST 0.6038 (val 0.6175); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6060 (val 0.6112); rs1contrast+tournament+record TEST 0.5982 (val 0.6054); rs0+rs2 TEST 0.5852 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"T08 | T08 composer over the S03 bank, E16 top layer (claude) | rs2 TEST 0.6038 (val 0.6175); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6060 (val 0.6112); rs1contrast+tournament+record TEST 0.5982 (val 0.6054); rs0+rs2 TEST 0.5852 (val  | TEST RESULT T08: rs2 TEST 0.6038 (val 0.6175); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6060 (val 0.6112); rs1contrast+tournament+record TEST 0.5982 (val 0.6054); rs0+rs2 TEST 0.5852 (val 0.5936); record+rs2 TEST 0.5782 (val 0.5879). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (composer over the S03 bank, E16 top layer, "}},{"first_score_seen":0.5982,"group":"readouts","id":"V6a","label":"V6a composer over S03 + N02 curriculum experts (claude)","link":"","note":"TEST RESULT V6a: rs2 TEST 0.5982 (val 0.6119); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6048 (val 0.6109); rs1contrast+tournament+record TEST 0.5970 (val 0.6036); rs0+rs2 TEST 0.5817 (val 0.5919); record+rs2 TEST 0.5728 (val 0.5822). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (V6a composer over the all-class E16 bank + ","parents":["V6"],"result":"rs2 TEST 0.5982 (val 0.6119); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6048 (val 0.6109); rs1contrast+tournament+record TEST 0.5970 (val 0.6036); rs0+rs2 TEST 0.5817 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V6a | V6a composer over S03 + N02 curriculum experts (claude) | rs2 TEST 0.5982 (val 0.6119); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6048 (val 0.6109); rs1contrast+tournament+record TEST 0.5970 (val 0.6036); rs0+rs2 TEST 0.5817 (val  | TEST RESULT V6a: rs2 TEST 0.5982 (val 0.6119); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6048 (val 0.6109); rs1contrast+tournament+record TEST 0.5970 (val 0.6036); rs0+rs2 TEST 0.5817 (val 0.5919); record+rs2 TEST 0.5728 (val 0.5822). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (V6a composer over the all-class E16 bank + "}},{"first_score_seen":0.6024,"group":"readouts","id":"V6b","label":"V6b composer over S03 + N03 curriculum experts, seed 2 (claude)","link":"","note":"TEST RESULT V6b: rs2 TEST 0.6024 (val 0.6131); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6116); rs1contrast+tournament+record TEST 0.5962 (val 0.6042); rs0+rs2 TEST 0.5827 (val 0.5938); record+rs2 TEST 0.5740 (val 0.5826). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (V6b same with the N03 seed-2 experts, compo","parents":["V6"],"result":"rs2 TEST 0.6024 (val 0.6131); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6116); rs1contrast+tournament+record TEST 0.5962 (val 0.6042); rs0+rs2 TEST 0.5827 (val ","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V6b | V6b composer over S03 + N03 curriculum experts, seed 2 (claude) | rs2 TEST 0.6024 (val 0.6131); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6116); rs1contrast+tournament+record TEST 0.5962 (val 0.6042); rs0+rs2 TEST 0.5827 (val  | TEST RESULT V6b: rs2 TEST 0.6024 (val 0.6131); tournament_45 TEST 0.6009 (val 0.6062); rs1contrast+tournament TEST 0.6057 (val 0.6116); rs1contrast+tournament+record TEST 0.5962 (val 0.6042); rs0+rs2 TEST 0.5827 (val 0.5938); record+rs2 TEST 0.5740 (val 0.5826). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (V6b same with the N03 seed-2 experts, compo"}},{"first_score_seen":0.6009,"group":"readouts","id":"V7","label":"V7 RS1 as a generator: novelty/diversity fitness at RS1, redundancy as the primary measure, RS2 decides (pod lane)","link":"","note":"Payton correction applied: depth must be read by RS-style voting over parts, not best-single-part. V7v is the active test.","parents":["V"],"result":"depth is an axis when each layer votes: 0.6009 -> 0.6100 / 0.6091 at layer 2 (E8 pair experts of pair experts); the parts-and-reader version was null","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V7 | V7 RS1 as a generator: novelty/diversity fitness at RS1, redundancy as the primary measure, RS2 decides (pod lane) | depth is an axis when each layer votes: 0.6009 -> 0.6100 / 0.6091 at layer 2 (E8 pair experts of pair experts); the parts-and-reader version was null | Payton correction applied: depth must be read by RS-style voting over parts, not best-single-part. V7v is the active test."}},{"first_score_seen":0.6118,"group":"readouts","id":"X0","label":"X0 seed-union reread of the two layer-2 depth stacks (no evolution): 0.6118 vs 0.6100 / 0.6091","link":"","note":"X0 unions the two V7v layer-2 depth-vote seeds at readout: 0.6118 test, current high-water mark until Y lands.","parents":["V7v"],"result":"seed-union reread 0.6118 test; no evolution, no GPU","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"X0 | X0 seed-union reread of the two layer-2 depth stacks (no evolution): 0.6118 vs 0.6100 / 0.6091 | seed-union reread 0.6118 test; no evolution, no GPU | X0 unions the two V7v layer-2 depth-vote seeds at readout: 0.6118 test, current high-water mark until Y lands."}},{"first_score_seen":0.2247,"group":"readouts","id":"polarity_unlab","label":"Polarity fusion on the label-free bank","link":"","note":"Same genomes read at two polarities are two independent banks; but a random 400-expert bank already scores 0.28 raw, so most of the unlabeled numbers were the readout.","parents":["views"],"result":"0.2247 -> 0.3395","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-14","visual":{"node_color_status":"gain","visible_text":"polarity_unlab | Polarity fusion on the label-free bank | 0.2247 -> 0.3395 | Same genomes read at two polarities are two independent banks; but a random 400-expert bank already scores 0.28 raw, so most of the unlabeled numbers were the readout."}},{"first_score_seen":0.5355,"group":"readouts","id":"H03","label":"H03 routed readout: trunk expert, then branch expert, then leaf pair expert; thresholds on fit, test read once (claude, local, after H01/H02)","link":"","note":"reading the tree as a tree loses to the flat 45-pair vote: route errors compound, the tournament's 9 experts per class outvote each other's mistakes; the pairwise bank already carries every internal cut","parents":["H01","H02"],"result":"routed: hard 0.5355, soft 0.5459, soft+tournament 0.5788 vs flat tournament 0.5839; trunk 89.3 pct caps it","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"H03 | H03 routed readout: trunk expert, then branch expert, then leaf pair expert; thresholds on fit, test read once (claude, local, after H01/H02) | routed: hard 0.5355, soft 0.5459, soft+tournament 0.5788 vs flat tournament 0.5839; trunk 89.3 pct caps it | reading the tree as a tree loses to the flat 45-pair vote: route errors compound, the tournament's 9 experts per class outvote each other's mistakes; the pairwise bank already carries every internal cut"}},{"first_score_seen":0.6201,"group":"readouts","id":"RG01","label":"RG01 composer with the margin fitness: 0.6201 vs 0.6197 (flat)","link":"","note":"","parents":["BAT"],"result":"","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"RG01 | RG01 composer with the margin fitness: 0.6201 vs 0.6197 (flat)"}},{"first_score_seen":0.6009,"group":"readouts","id":"V1","label":"V1 dedupe the all-class E16 bank and its composer at corr above 0.9, reread tournament and composer (local 4080)","link":"","note":"","parents":["V"],"result":"dedupe at |corr|>0.9 on fit rows: 6480 of 6480 survive (0.4 pct twins bank-wide, 0 within a pair); tournament 0.6009 unchanged; the 37 pct figure was a map-image artefact","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"V1 | V1 dedupe the all-class E16 bank and its composer at corr above 0.9, reread tournament and composer (local 4080) | dedupe at |corr|>0.9 on fit rows: 6480 of 6480 survive (0.4 pct twins bank-wide, 0 within a pair); tournament 0.6009 unchanged; the 37 pct figure was a map-image artefact"}},{"first_score_seen":0.5818,"group":"readouts","id":"V2","label":"V2 all-class context + slope-aware hard-pair allocation, then composer (pod lane)","link":"","note":"Context and hard-pair allocation did not stack; all-class uniform E8 0.5874 @82k and E16 0.6009 @164k remain better.","parents":["V"],"result":"null: allocated context bank 0.5818 @74k; hard E8 allocation 0.5770 @52k","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"V2 | V2 all-class context + slope-aware hard-pair allocation, then composer (pod lane) | null: allocated context bank 0.5818 @74k; hard E8 allocation 0.5770 @52k | Context and hard-pair allocation did not stack; all-class uniform E8 0.5874 @82k and E16 0.6009 @164k remain better."}},{"first_score_seen":0.5982,"group":"readouts","id":"V6","label":"V6 composer with the ten co-evolved curriculum experts as extra channels (pod lane)","link":"","note":"Correction applied from Claude: seed 2 composer alone 0.6024, +tournament 0.6057. Verdict unchanged: within seed noise; curriculum channels selected at near-uniform share, no new signal beyond contrasts.","parents":["V"],"result":"flat vs T08: V6a alone/+tour 0.5982/0.6048; V6b 0.6024/0.6057; T08 0.6038/0.6060","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"V6 | V6 composer with the ten co-evolved curriculum experts as extra channels (pod lane) | flat vs T08: V6a alone/+tour 0.5982/0.6048; V6b 0.6024/0.6057; T08 0.6038/0.6060 | Correction applied from Claude: seed 2 composer alone 0.6024, +tournament 0.6057. Verdict unchanged: within seed noise; curriculum channels selected at near-uniform share, no new signal beyond contrasts."}},{"first_score_seen":0.61,"group":"readouts","id":"W","label":"W. Composer on top of the depth stack: RS1 (record recipe) over the layer-2 pair-expert votes of V7v, both seeds; layer-2 tournament 0.6100 / 0.6091 is the bar","link":"","note":"W01/W02: RS1 composer over V7v layer-2 votes did not beat the pure tournament; depth already did the composition.","parents":["V7v"],"result":"composer-on-depth closed null","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"W | W. Composer on top of the depth stack: RS1 (record recipe) over the layer-2 pair-expert votes of V7v, both seeds; layer-2 tournament 0.6100 / 0.6091 is the bar | composer-on-depth closed null | W01/W02: RS1 composer over V7v layer-2 votes did not beat the pure tournament; depth already did the composition."}},{"first_score_seen":0.5995,"group":"readouts","id":"W01","label":"W01 composer over layer-2 votes, seed 2 (claude)","link":"","note":"W01 seed2: composer over depth layer-2 votes is below pure voting; no record.","parents":["W"],"result":"composer 0.5995 vs layer2 tournament 0.6100","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"W01 | W01 composer over layer-2 votes, seed 2 (claude) | composer 0.5995 vs layer2 tournament 0.6100 | W01 seed2: composer over depth layer-2 votes is below pure voting; no record."}},{"first_score_seen":0.6034,"group":"readouts","id":"W02","label":"W02 composer over layer-2 votes, seed 1 (claude)","link":"","note":"W02 seed1: composer over depth layer-2 votes is below pure voting; no record.","parents":["W"],"result":"composer 0.6034 vs layer2 tournament 0.6091","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"W02 | W02 composer over layer-2 votes, seed 1 (claude) | composer 0.6034 vs layer2 tournament 0.6091 | W02 seed1: composer over depth layer-2 votes is below pure voting; no record."}},{"first_score_seen":0.5463,"group":"readouts","id":"Y02b","label":"Y02b CNN-like layer 1 over 6 experts per pair (2,430 map channels); scalar control of the same codons 0.5791","link":"","note":"wider map bank hurts: search-limited, not representation-limited","parents":["Y02"],"result":"0.5463 vs scalar control 0.5791","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Y02b | Y02b CNN-like layer 1 over 6 experts per pair (2,430 map channels); scalar control of the same codons 0.5791 | 0.5463 vs scalar control 0.5791 | wider map bank hurts: search-limited, not representation-limited"}},{"first_score_seen":0.5299,"group":"readouts","id":"polarity_record","label":"Polarity on the record (read twice, and re-evolved)","link":"","note":"Another seed, not another axis. Closed as a record lever.","parents":["polarity_unlab"],"result":"0.5299 alone, 0.5422 fused, corr 0.946","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-14","visual":{"node_color_status":"null","visible_text":"polarity_record | Polarity on the record (read twice, and re-evolved) | 0.5299 alone, 0.5422 fused, corr 0.946 | Another seed, not another axis. Closed as a record lever."}},{"first_score_seen":null,"group":"readouts","id":"V","label":"V. Handoff queue 2026-09-15 (Payton's brief): dedupe and reread, context + hard-pair allocation, animal|vehicle gate, lean grammar, dedicated wall banks, composer over curriculum experts, RS1 as generator","link":"","note":"brief received 2026-09-16 00:43 UTC; pods stay off until Payton says go; P1 runs on the local 4080","parents":["T08"],"result":"","status":"planned","status_meaning":"queued or staged but not currently running","timestamp":"2026-09-16","visual":{"node_color_status":"planned","visible_text":"V | V. Handoff queue 2026-09-15 (Payton's brief): dedupe and reread, context + hard-pair allocation, animal|vehicle gate, lean grammar, dedicated wall banks, composer over curriculum experts, RS1 as generator | brief received 2026-09-16 00:43 UTC; pods stay off until Payton says go; P1 runs on the local 4080"}},{"first_score_seen":null,"group":"readouts","id":"V5","label":"V5 dedicated E32 all-class wall banks for cat-dog and automobile-truck, fused into T08 (pod lane)","link":"","note":"","parents":["V"],"result":"","status":"planned","status_meaning":"queued or staged but not currently running","timestamp":"2026-09-16","visual":{"node_color_status":"planned","visible_text":"V5 | V5 dedicated E32 all-class wall banks for cat-dog and automobile-truck, fused into T08 (pod lane)"}},{"first_score_seen":0.5817,"group":"readouts","id":"T02","label":"T02 RS1 composer over the pair-only E8 bank (45 + 6), the control, pod ..18 GPU 1 (claude)","link":"","note":"TEST RESULT T02: rs2 TEST 0.5817 (val 0.5935); tournament_45 TEST 0.5839 (val 0.5932); rs1contrast+tournament TEST 0.5917 (val 0.5944); rs1contrast+tournament+record TEST 0.5877 (val 0.5965); rs0+rs2 TEST 0.5757 (val 0.5870); record+rs2 TEST 0.5705 (val 0.5818). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the pair-only E8 bank (45","parents":["T"],"result":"control: composer over pair-only E8 bank 0.5817 alone, 0.5917 + tournament","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"T02 | T02 RS1 composer over the pair-only E8 bank (45 + 6), the control, pod ..18 GPU 1 (claude) | control: composer over pair-only E8 bank 0.5817 alone, 0.5917 + tournament | TEST RESULT T02: rs2 TEST 0.5817 (val 0.5935); tournament_45 TEST 0.5839 (val 0.5932); rs1contrast+tournament TEST 0.5917 (val 0.5944); rs1contrast+tournament+record TEST 0.5877 (val 0.5965); rs0+rs2 TEST 0.5757 (val 0.5870); record+rs2 TEST 0.5705 (val 0.5818). Controls: record RS1 0.5025, fused 0.5339, RS0 0.5164, earlier_rs2_over_10_rs1_medians wash. (RS1 composer over the pair-only E8 bank (45"}},{"first_score_seen":null,"group":"readouts","id":"V3","label":"V3 animal-vehicle separation gate for substrates (scheduling rule, not a test)","link":"","note":"","parents":["V"],"result":"","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-16","visual":{"node_color_status":"note","visible_text":"V3 | V3 animal-vehicle separation gate for substrates (scheduling rule, not a test)"}},{"first_score_seen":0.5339,"group":"record","id":"record","label":"Clean record: RS0 E8 + RS1 E8, rank fused","link":"","note":"Leak-free rebuild; RS0 0.5164, RS1 0.5025. The reference for everything below.","parents":[],"result":"0.5339 test at 24,854 genes","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-13","visual":{"node_color_status":"record","visible_text":"record | Clean record: RS0 E8 + RS1 E8, rank fused | 0.5339 test at 24,854 genes | Leak-free rebuild; RS0 0.5164, RS1 0.5025. The reference for everything below."}},{"first_score_seen":0.531,"group":"record","id":"AH","label":"AH. Expand/contract stacks over the 24K record RS0 (Astra, 2026-09-17)","link":"","note":"Design 13b: expansion over frozen RS0 maps accepted only if it raises the 40k-row search read with RS0's columns anchored; compress = elimination least-contribution-first while the search read holds; inheritance; RS0 skip; no fusion. Twelve earlier designs read below RS0; full ledger in Desktop/agents/plans/DEFICIENCY_REVIEW_2026-09-17.md.","parents":[],"result":"13b replicated, 3 seeds, val sealed: test means 0.531/0.531/0.532 (24/24 reads above RS0 0.5164, 7/24 above record fusion 0.5339) at ~12.6k genes. Repeatable +1.5 over RS0; ties the record fusion as a level. Not a record.","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AH | AH. Expand/contract stacks over the 24K record RS0 (Astra, 2026-09-17) | 13b replicated, 3 seeds, val sealed: test means 0.531/0.531/0.532 (24/24 reads above RS0 0.5164, 7/24 above record fusion 0.5339) at ~12.6k genes. Repeatable +1.5 over RS0; ties the record fusion as a level. Not a record. | Design 13b: expansion over frozen RS0 maps accepted only if it raises the 40k-row search read with RS0's columns anchored; compress = elimination least-contribution-first while the search read holds; inheritance; RS0 skip; no fusion. Twelve earlier designs read below RS0; full ledger in Desktop/agents/plans/DEFICIENCY_REVIEW_2026-09-17.md."}},{"first_score_seen":0.5241,"group":"record","id":"AH01","label":"13b replication seed 20260911 (val sealed)","link":"","note":"","parents":["AH"],"result":"test 0.5241 0.5296 0.5287 0.5300 0.5306 0.5352 0.5388 0.5346 (mean 0.531); val mean 0.539; RS0 12,427 genes + 8-15 codons","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AH01 | 13b replication seed 20260911 (val sealed) | test 0.5241 0.5296 0.5287 0.5300 0.5306 0.5352 0.5388 0.5346 (mean 0.531); val mean 0.539; RS0 12,427 genes + 8-15 codons"}},{"first_score_seen":0.5265,"group":"record","id":"AH02","label":"13b replication seed 20260912 (val sealed)","link":"","note":"","parents":["AH"],"result":"test 0.5265 0.5249 0.5292 0.5308 0.5344 0.5344 0.5322 0.5326 (mean 0.531); val mean 0.539","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AH02 | 13b replication seed 20260912 (val sealed) | test 0.5265 0.5249 0.5292 0.5308 0.5344 0.5344 0.5322 0.5326 (mean 0.531); val mean 0.539"}},{"first_score_seen":0.5335,"group":"record","id":"AH03","label":"13b replication seed 20260913 (val sealed)","link":"","note":"","parents":["AH"],"result":"test 0.5335 0.5349 0.5368 0.5322 0.5292 0.5271 0.5307 0.5326 (mean 0.532); val mean 0.543","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AH03 | 13b replication seed 20260913 (val sealed) | test 0.5335 0.5349 0.5368 0.5322 0.5292 0.5271 0.5307 0.5326 (mean 0.532); val mean 0.543"}},{"first_score_seen":0.0005,"group":"record","id":"AH04","label":"13b wide: expansion budget 60x16, min gain 0.0005, 3 seeds","link":"","note":"Payton 'run it' 05:05. Same recipe as 13b with 12x the search per candidate so more codons clear the full-set gate per space; val sealed; 6 spaces; pod astra-elim-rep","parents":["AH"],"result":"killed at space 1 by Payton (RS1 accuracy gate uses labels); no results kept","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AH04 | 13b wide: expansion budget 60x16, min gain 0.0005, 3 seeds | killed at space 1 by Payton (RS1 accuracy gate uses labels); no results kept | Payton 'run it' 05:05. Same recipe as 13b with 12x the search per candidate so more codons clear the full-set gate per space; val sealed; 6 spaces; pod astra-elim-rep"}},{"first_score_seen":0.3385,"group":"record","id":"AH05","label":"RS0 regenerated label-free: pixel codons, novelty-only fitness, uncapped until saturation, 3 seeds (CIFAR)","link":"","note":"Next: novelty AND shift-consistency gate (astra_rs0_free_v2.py SHIFT_MIN), no labels","parents":["AH"],"result":"3 seeds, novelty-only, floor 0.30: 5746/5733/5738 unique codons, stopped by novelty exhaustion; effective dim 3130/3079/3072 (record RS0: 19.1); greedy label read test 0.3385/0.3390/0.3324 vs record 720 same read 0.4051; shift consistency 0.11 vs 0.94: hashes, not observations","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AH05 | RS0 regenerated label-free: pixel codons, novelty-only fitness, uncapped until saturation, 3 seeds (CIFAR) | 3 seeds, novelty-only, floor 0.30: 5746/5733/5738 unique codons, stopped by novelty exhaustion; effective dim 3130/3079/3072 (record RS0: 19.1); greedy label read test 0.3385/0.3390/0.3324 vs record 720 same read 0.4051; shift consistency 0.11 vs 0.94: hashes, not observations | Next: novelty AND shift-consistency gate (astra_rs0_free_v2.py SHIFT_MIN), no labels"}},{"first_score_seen":null,"group":"record","id":"AI","label":"Label-free EC over the novelty-only RS0 (CIFAR): expand blind, compress = leave-one-out novelty pruning","link":"","note":"astra_ec_free.py, pod astra-ecfree6000b (RTX PRO 6000), 2026-09-17","parents":["AH05"],"result":"Label-free line: RS0 without labels, expansion blind; Claude AI01-AI05, Astra AI06-AI07","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"AI | Label-free EC over the novelty-only RS0 (CIFAR): expand blind, compress = leave-one-out novelty pruning | Label-free line: RS0 without labels, expansion blind; Claude AI01-AI05, Astra AI06-AI07 | astra_ec_free.py, pod astra-ecfree6000b (RTX PRO 6000), 2026-09-17"}},{"first_score_seen":null,"group":"record","id":"walls","label":"Confusion walls: cat-dog, plane-ship, car-truck","link":"","note":"Oracle either-space 61%, fusion 53%; RS1 helps only on RS0's close calls (+3.2 where the top-2 margin is under 0.05).","parents":["record"],"result":"","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-13","visual":{"node_color_status":"note","visible_text":"walls | Confusion walls: cat-dog, plane-ship, car-truck | Oracle either-space 61%, fusion 53%; RS1 helps only on RS0's close calls (+3.2 where the top-2 margin is under 0.05)."}},{"first_score_seen":null,"group":"rs1","id":"AF01","label":"4x E2 RS0 seeds -> RS1","link":"","note":"Active pod has E2 microbank seed builds in progress; AF01 reads 4xE2 -> RS1 when seeds finish.","parents":["AF"],"result":"running","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF01 | 4x E2 RS0 seeds -> RS1 | running | Active pod has E2 microbank seed builds in progress; AF01 reads 4xE2 -> RS1 when seeds finish."}},{"first_score_seen":null,"group":"rs1","id":"AF03","label":"2x E4 RS0 seeds -> RS1","link":"","note":"2xE4 arm uses existing/new E4 microbanks then one RS1; running/queued on same lane.","parents":["AF"],"result":"control/arm in progress","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF03 | 2x E4 RS0 seeds -> RS1 | control/arm in progress | 2xE4 arm uses existing/new E4 microbanks then one RS1; running/queued on same lane."}},{"first_score_seen":null,"group":"rs1","id":"AF04","label":"E8 control compressed -> RS1","link":"","note":"Matched single E8 Z31 control through same RS1 composer path; currently on GPU0.","parents":["AF"],"result":"composer running","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF04 | E8 control compressed -> RS1 | composer running | Matched single E8 Z31 control through same RS1 composer path; currently on GPU0."}},{"first_score_seen":null,"group":"rs1","id":"BAT","label":"BAT. The monster battery (168 tests, 5 waves, Payton 2026-09-16 20:52): wave 1 = 46 screens + RG01/RG02/SB01/WC01 on 3 pods, launched 22:55 UTC","link":"","note":"results per test post to OAIX from the watcher; builds on Desktop/RadialSpace_tests_2026-09-16","parents":["Z31"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"BAT | BAT. The monster battery (168 tests, 5 waves, Payton 2026-09-16 20:52): wave 1 = 46 screens + RG01/RG02/SB01/WC01 on 3 pods, launched 22:55 UTC | results per test post to OAIX from the watcher; builds on Desktop/RadialSpace_tests_2026-09-16"}},{"first_score_seen":null,"group":"rs1","id":"CE","label":"CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py","link":"","note":"","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"CE | CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py"}},{"first_score_seen":0.6023,"group":"rs1","id":"I","label":"I. Incremental union / curriculum contrasts","link":"","note":"active: Claude rs1_contrast seed chain is running on GPU0; Astra watcher will push rs1_contrast codon maps and visible results on DONE","parents":["pair_rs0","H01","H02"],"result":"RS1 over the contrast bank + tournament: 0.6023 / 0.6006 (two seeds), ~236k genes; the first reads above 0.60","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"I | I. Incremental union / curriculum contrasts | RS1 over the contrast bank + tournament: 0.6023 / 0.6006 (two seeds), ~236k genes; the first reads above 0.60 | active: Claude rs1_contrast seed chain is running on GPU0; Astra watcher will push rs1_contrast codon maps and visible results on DONE"}},{"first_score_seen":0.5446,"group":"rs1","id":"N","label":"N. Co-evolved RS0+RS1 experts as the classifier: RS0 supplies codons, RS1 composes them, one two-layer expert per class, argmax readout, fused with the record; parameters counted","link":"","note":"N line verdict so far: co-evolved RS0+RS1 curriculum is better than scratch N01 but not competitive with pairwise contrast bank.","parents":["M"],"result":"co-evolved curriculum classifier beats the record standalone on two seeds: 0.5446 / 0.5533 at 1.45x its genes; +RS0 0.5521 / 0.5591","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"N | N. Co-evolved RS0+RS1 experts as the classifier: RS0 supplies codons, RS1 composes them, one two-layer expert per class, argmax readout, fused with the record; parameters counted | co-evolved curriculum classifier beats the record standalone on two seeds: 0.5446 / 0.5533 at 1.45x its genes; +RS0 0.5521 / 0.5591 | N line verdict so far: co-evolved RS0+RS1 curriculum is better than scratch N01 but not competitive with pairwise contrast bank."}},{"first_score_seen":0.5533,"group":"rs1","id":"N03","label":"N03 second seed of N02 (20260912), ten co-evolved curriculum experts (claude)","link":"","note":"pod ..18 GPU 0 after A3-01","parents":["N02"],"result":"seed 2: TEST 0.5533 alone (val 0.5624) vs record 0.5339; +RS0 0.5591; 56k genes raw (35.9k record convention). Seeds 0.5446 / 0.5533 agree above the record","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-15","visual":{"node_color_status":"record","visible_text":"N03 | N03 second seed of N02 (20260912), ten co-evolved curriculum experts (claude) | seed 2: TEST 0.5533 alone (val 0.5624) vs record 0.5339; +RS0 0.5591; 56k genes raw (35.9k record convention). Seeds 0.5446 / 0.5533 agree above the record | pod ..18 GPU 0 after A3-01"}},{"first_score_seen":0.6218,"group":"rs1","id":"Z","label":"Z. RS1 fitness sweep (Payton 2026-09-16 14:29): 30 fitness equations for the pair experts, same harness, seeds, E8, K9; screened on 5 hard pairs then winners on all 45; read by tournament and composer. Z01-Z16 Claude, Z17-Z30 Astra","link":"","note":"screen 30 variants, all-45 for Z02/Z07/Z24, Z31 combined; record moved 0.6118 -> 0.6332 in one day","parents":["S03"],"result":"sweep winner Z31 (margin + residual fill): 0.6218 single bank, 0.6332 four-bank union","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"Z | Z. RS1 fitness sweep (Payton 2026-09-16 14:29): 30 fitness equations for the pair experts, same harness, seeds, E8, K9; screened on 5 hard pairs then winners on all 45; read by tournament and composer. Z01-Z16 Claude, Z17-Z30 Astra | sweep winner Z31 (margin + residual fill): 0.6218 single bank, 0.6332 four-bank union | screen 30 variants, all-45 for Z02/Z07/Z24, Z31 combined; record moved 0.6118 -> 0.6332 in one day"}},{"first_score_seen":0.6164,"group":"rs1","id":"Z02","label":"Z02 margin probability: mean tanh(signed margin / sigma) on pair rows instead of a hard count, + context (claude)","link":"","note":"one-line fitness change: hard count to tanh margin. E8 bank","parents":["Z"],"result":"composer 0.6164 TEST (record; X0 0.6118, T08 0.6060); tournament 0.6086 vs 0.5875","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"Z02 | Z02 margin probability: mean tanh(signed margin / sigma) on pair rows instead of a hard count, + context (claude) | composer 0.6164 TEST (record; X0 0.6118, T08 0.6060); tournament 0.6086 vs 0.5875 | one-line fitness change: hard count to tanh margin. E8 bank"}},{"first_score_seen":0.6115,"group":"rs1","id":"Z02s","label":"Z02 second seed (20260911), all 45 at E8, for the two-seed union read (X0 style)","link":"","note":"","parents":["Z02"],"result":"seed 2 tournament 0.6115; two-seed union 0.6200 TEST (record, tournament only)","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"Z02s | Z02 second seed (20260911), all 45 at E8, for the two-seed union read (X0 style) | seed 2 tournament 0.6115; two-seed union 0.6200 TEST (record, tournament only)"}},{"first_score_seen":0.6332,"group":"rs1","id":"Z31","label":"Z31 Z02 + Z24 combined: margin probability with residual-fill weights, all 45 at E8 (additivity test; control Z02 0.6086)","link":"","note":"Current in-distribution high-water mark: Z31 fitness (margin probability + residual fill), union readout; landing page and /map.json should report 0.6332.","parents":["Z02","Z24"],"result":"0.6332 TEST four-bank union record; seed 1 0.6153, seed 2 0.6218, two-seed union 0.6316; composer 0.6197","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"Z31 | Z31 Z02 + Z24 combined: margin probability with residual-fill weights, all 45 at E8 (additivity test; control Z02 0.6086) | 0.6332 TEST four-bank union record; seed 1 0.6153, seed 2 0.6218, two-seed union 0.6316; composer 0.6197 | Current in-distribution high-water mark: Z31 fitness (margin probability + residual fill), union readout; landing page and /map.json should report 0.6332."}},{"first_score_seen":0.6332,"group":"rs1","id":"Z31s","label":"Z31 second seed (20260911) for the two-seed union read","link":"","note":"Z31 second seed plus union read; first number intentionally current record for scraper/leader parsing.","parents":["Z31"],"result":"0.6332 TEST four-bank union record; single bank seed 2 0.6218; two-seed union 0.6316","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"Z31s | Z31 second seed (20260911) for the two-seed union read | 0.6332 TEST four-bank union record; single bank seed 2 0.6218; two-seed union 0.6316 | Z31 second seed plus union read; first number intentionally current record for scraper/leader parsing."}},{"first_score_seen":0.903,"group":"rs1","id":"L03","label":"L03 deep curriculum airplane over S0 + the 4 frozen airplane-ship experts (claude)","link":"","note":"TEST RESULT L03 (deep curriculum airplane (RS1 over S0 + frozen airplane-ship experts), pod ..18 GPU 2, 752 s): grown expert step by step, union AUC test: step1 0.893, step2 0.882, step3 0.883, step4 0.848, step5 0.864, step6 0.883, step7 0.889, step8 0.899, step9 0.903. Final one-vs-rest 0.903 vs from-scratch control 0.901 (same total budget). Retention of the grown expert at the end (AUC vs each","parents":["L"],"result":"deep airplane: 0.903 vs scratch 0.901; ship retention 0.799 (shallow 0.737, scratch 0.775), still sliding from 0.893","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"L03 | L03 deep curriculum airplane over S0 + the 4 frozen airplane-ship experts (claude) | deep airplane: 0.903 vs scratch 0.901; ship retention 0.799 (shallow 0.737, scratch 0.775), still sliding from 0.893 | TEST RESULT L03 (deep curriculum airplane (RS1 over S0 + frozen airplane-ship experts), pod ..18 GPU 2, 752 s): grown expert step by step, union AUC test: step1 0.893, step2 0.882, step3 0.883, step4 0.848, step5 0.864, step6 0.883, step7 0.889, step8 0.899, step9 0.903. Final one-vs-rest 0.903 vs from-scratch control 0.901 (same total budget). Retention of the grown expert at the end (AUC vs each"}},{"first_score_seen":0.5446,"group":"rs1","id":"N02","label":"N02 ten co-evolved experts grown by curriculum (nearest class first in tree order, one class per step, warm start of both layers), E8 (claude)","link":"","note":"N02 co-evolved curriculum classifier, ten step9 experts. Readout reconciliation 2026-09-15: z-scored standalone val/test 0.5561/0.5446; rank-normalized standalone 0.5523/0.5421. Fusions: full record + z 0.5497, full record + rank 0.5479, RS0 + rank 0.5521 (best). Beats N01 scratch (0.5150 alone, 0.5362 with full-record fusion) and clean record 0.5339 at near-record scale, but remains below contrast-bank leader 0.6023/0.6006.","parents":["N01"],"result":"TEST 0.5446 alone by fit-z readout vs record 0.5339; best fusion RS0+rank-N02 0.5521","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"N02 | N02 ten co-evolved experts grown by curriculum (nearest class first in tree order, one class per step, warm start of both layers), E8 (claude) | TEST 0.5446 alone by fit-z readout vs record 0.5339; best fusion RS0+rank-N02 0.5521 | N02 co-evolved curriculum classifier, ten step9 experts. Readout reconciliation 2026-09-15: z-scored standalone val/test 0.5561/0.5446; rank-normalized standalone 0.5523/0.5421. Fusions: full record + z 0.5497, full record + rank 0.5479, RS0 + rank 0.5521 (best). Beats N01 scratch (0.5150 alone, 0.5362 with full-record fusion) and clean record 0.5339 at near-record scale, but remains below contrast-bank leader 0.6023/0.6006."}},{"first_score_seen":0.5958,"group":"rs1","id":"P03","label":"RS1 over K5 contrast bank E8","link":"","note":"K5 contrast-bank E8 composer seed 20260915; full record fusion was below the P04 parameter-frontier line, but standalone composer is strong.","parents":["K03","P02"],"result":"TEST RS1 0.5958 / +tournament 0.5906 vs K5 tournament 0.5844","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"P03 | RS1 over K5 contrast bank E8 | TEST RS1 0.5958 / +tournament 0.5906 vs K5 tournament 0.5844 | K5 contrast-bank E8 composer seed 20260915; full record fusion was below the P04 parameter-frontier line, but standalone composer is strong."}},{"first_score_seen":0.5848,"group":"rs1","id":"P04","label":"RS1 over K5 contrast bank E4","link":"","note":"P04 is the parameter-efficient K5 recombiner: E4 over 51 contrast/group channels. Adds +0.75 over K5 tournament with only the small RS1 recombiner; full-record fusion 0.5867.","parents":["K03","P03"],"result":"TEST RS1 0.5848 / RS1+tournament 0.5919 vs K5 tournament 0.5844 and record 0.5339","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"P04 | RS1 over K5 contrast bank E4 | TEST RS1 0.5848 / RS1+tournament 0.5919 vs K5 tournament 0.5844 and record 0.5339 | P04 is the parameter-efficient K5 recombiner: E4 over 51 contrast/group channels. Adds +0.75 over K5 tournament with only the small RS1 recombiner; full-record fusion 0.5867."}},{"first_score_seen":0.5896,"group":"rs1","id":"P05","label":"RS1 over K5 contrast bank E8 seed2","link":"","note":"E8 seed repeat over K5 contrast bank. Confirms gain over K5 tournament but lower than P04/P03 seed; RS1-alone 0.5896.","parents":["P03","K03"],"result":"TEST RS1 0.5896 / +tournament 0.5884 vs K5 tournament 0.5844","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"P05 | RS1 over K5 contrast bank E8 seed2 | TEST RS1 0.5896 / +tournament 0.5884 vs K5 tournament 0.5844 | E8 seed repeat over K5 contrast bank. Confirms gain over K5 tournament but lower than P04/P03 seed; RS1-alone 0.5896."}},{"first_score_seen":0.5614,"group":"rs1","id":"P06","label":"RS1 over K5 contrast bank E2","link":"","note":"Tiny E2 composer still adds +0.56 points to K5 tournament; useful mechanism signal, not current accuracy target.","parents":["P03","K03"],"result":"TEST RS1 0.5614 / +tournament 0.5900 vs K5 tournament 0.5844","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"P06 | RS1 over K5 contrast bank E2 | TEST RS1 0.5614 / +tournament 0.5900 vs K5 tournament 0.5844 | Tiny E2 composer still adds +0.56 points to K5 tournament; useful mechanism signal, not current accuracy target."}},{"first_score_seen":0.5826,"group":"rs1","id":"P07","label":"RS1 over K5 contrast bank E8 K5","link":"","note":"E8 with K=5 top codons; thinner composer still composes back over K5 bank, close to P04.","parents":["P03","K03"],"result":"TEST RS1 0.5826 / +tournament 0.5909 vs K5 tournament 0.5844","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-15","visual":{"node_color_status":"gain","visible_text":"P07 | RS1 over K5 contrast bank E8 K5 | TEST RS1 0.5826 / +tournament 0.5909 vs K5 tournament 0.5844 | E8 with K=5 top codons; thinner composer still composes back over K5 bank, close to P04."}},{"first_score_seen":0.6179,"group":"rs1","id":"Z02b","label":"Z02b margin-probability bank widened to E16 (experts 8-15 added to the Z02 E8 bank, same seeds); tournament + composer read vs S03 0.6009 / T08 0.6060 / X0 0.6118","link":"","note":"composer running","parents":["Z02"],"result":"E16 tournament 0.6179, composer 0.6191","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-16","visual":{"node_color_status":"gain","visible_text":"Z02b | Z02b margin-probability bank widened to E16 (experts 8-15 added to the Z02 E8 bank, same seeds); tournament + composer read vs S03 0.6009 / T08 0.6060 / X0 0.6118 | E16 tournament 0.6179, composer 0.6191 | composer running"}},{"first_score_seen":0.5948,"group":"rs1","id":"Z24","label":"Z24 residual-fill expert fitness (astra)","link":"","note":"expert e trains on rows previous experts miss, so each new expert fills gaps instead of repeating","parents":["Z"],"result":"all-45 tournament 0.5948 vs 0.5875 control (+0.7)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-16","visual":{"node_color_status":"gain","visible_text":"Z24 | Z24 residual-fill expert fitness (astra) | all-45 tournament 0.5948 vs 0.5875 control (+0.7) | expert e trains on rows previous experts miss, so each new expert fills gaps instead of repeating"}},{"first_score_seen":null,"group":"rs1","id":"AC","label":"More cross-dataset phi maps","link":"","note":"MNIST, KMNIST, CIFAR-100 fine published; Astra AC pod stopped","parents":["AB"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AC | More cross-dataset phi maps | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | MNIST, KMNIST, CIFAR-100 fine published; Astra AC pod stopped"}},{"first_score_seen":null,"group":"rs1","id":"AC01","label":"crossphi MNIST","link":"","note":"/radial-phi codonmap_crossphi_mnist; geometry only, no classifier claim","parents":["AC"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AC01 | crossphi MNIST | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_mnist; geometry only, no classifier claim"}},{"first_score_seen":null,"group":"rs1","id":"AC02","label":"crossphi KMNIST","link":"","note":"/radial-phi codonmap_crossphi_kmnist; thinnest/compressed frame in AC","parents":["AC"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AC02 | crossphi KMNIST | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_kmnist; thinnest/compressed frame in AC"}},{"first_score_seen":null,"group":"rs1","id":"AC03","label":"crossphi CIFAR100 fine","link":"","note":"/radial-phi codonmap_crossphi_cifar100fine; closest AC alignment to CIFAR phi","parents":["AC"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AC03 | crossphi CIFAR100 fine | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar100fine; closest AC alignment to CIFAR phi"}},{"first_score_seen":null,"group":"rs1","id":"AC04","label":"crossphi extended composite","link":"","note":"/radial-phi codonmap_crossphi_composite_ac","parents":["AC01","AC02","AC03"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AC04 | crossphi extended composite | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_composite_ac"}},{"first_score_seen":null,"group":"rs1","id":"AD","label":"More radial-phi substrate datasets","link":"","note":"AD pod stopped; main RS map untouched","parents":["AC"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD | More radial-phi substrate datasets | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | AD pod stopped; main RS map untouched"}},{"first_score_seen":null,"group":"rs1","id":"AD01","label":"crossphi CIFAR10 grayscale","link":"","note":"/radial-phi codonmap_crossphi_cifar10gray","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD01 | crossphi CIFAR10 grayscale | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar10gray"}},{"first_score_seen":null,"group":"rs1","id":"AD02","label":"crossphi CIFAR10 inverted","link":"","note":"/radial-phi codonmap_crossphi_cifar10invert","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD02 | crossphi CIFAR10 inverted | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar10invert"}},{"first_score_seen":null,"group":"rs1","id":"AD03","label":"crossphi CIFAR10 edges","link":"","note":"/radial-phi codonmap_crossphi_cifar10edge","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD03 | crossphi CIFAR10 edges | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar10edge"}},{"first_score_seen":null,"group":"rs1","id":"AD04","label":"crossphi CIFAR10 BGR","link":"","note":"/radial-phi codonmap_crossphi_cifar10bgr","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD04 | crossphi CIFAR10 BGR | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar10bgr"}},{"first_score_seen":null,"group":"rs1","id":"AD05","label":"crossphi CIFAR10 lowres","link":"","note":"/radial-phi codonmap_crossphi_cifar10lowres; closest AD alignment","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD05 | crossphi CIFAR10 lowres | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar10lowres; closest AD alignment"}},{"first_score_seen":null,"group":"rs1","id":"AD06","label":"crossphi CIFAR10 posterized","link":"","note":"/radial-phi codonmap_crossphi_cifar10poster","parents":["AD"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD06 | crossphi CIFAR10 posterized | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_cifar10poster"}},{"first_score_seen":null,"group":"rs1","id":"AD07","label":"crossphi variant composite","link":"","note":"/radial-phi codonmap_crossphi_composite_ad","parents":["AD01","AD02","AD03","AD04","AD05","AD06"],"result":"INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued.","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AD07 | crossphi variant composite | INVALID: reused the frozen CIFAR RS0 bank over other images (Payton 2026-09-16). Map removed from /radial-phi; native rerun queued. | /radial-phi codonmap_crossphi_composite_ad"}},{"first_score_seen":0.6197,"group":"rs1","id":"AF","label":"AF. Seeds vs width at fixed parameters: several small independently seeded RS0 pair banks with ONE RS1 composer on top vs one E8 bank (Payton 2026-09-16 19:29). Free tournament read: 2xE4 0.6211 = 1xE8 0.6153/0.6218; 2xE2 0.5998 < 1xE4 0.6018; composers pending","link":"","note":"seed splitting neutral at 2, negative beyond; residual chains inside a bank matter more than seed diversity","parents":["Z31"],"result":"composer on top: 1xE8 0.6197, 2xE4 0.6215, 4xE2 0.6128, 8xE1 0.5981 (fixed params); tournament 0.6153 / 0.6211 / 0.5998","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"AF | AF. Seeds vs width at fixed parameters: several small independently seeded RS0 pair banks with ONE RS1 composer on top vs one E8 bank (Payton 2026-09-16 19:29). Free tournament read: 2xE4 0.6211 = 1xE8 0.6153/0.6218; 2xE2 0.5998 < 1xE4 0.6018; composers pending | composer on top: 1xE8 0.6197, 2xE4 0.6215, 4xE2 0.6128, 8xE1 0.5981 (fixed params); tournament 0.6153 / 0.6211 / 0.5998 | seed splitting neutral at 2, negative beyond; residual chains inside a bank matter more than seed diversity"}},{"first_score_seen":null,"group":"rs1","id":"C","label":"C. RS1 exploration + compression over phi substrates (Astra)","link":"","note":"Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it.","parents":["A","rs1_unlab"],"result":"not run: superseded by the hierarchy finding (saddle); Astra's lane, batch ended 02:52 UTC","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C | C. RS1 exploration + compression over phi substrates (Astra) | not run: superseded by the hierarchy finding (saddle); Astra's lane, batch ended 02:52 UTC | Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it."}},{"first_score_seen":0.296,"group":"rs1","id":"C01","label":"C01 C RS1 exploration+compression (astra)","link":"","note":"control substrate with new objective: must beat decorrelation RS1 0.296 and random grid 0.418 lifted before it means anything; expected 0.42-0.48 raw if coverage preserves class evidence | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C01 | C01 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | control substrate with new objective: must beat decorrelation RS1 0.296 and random grid 0.418 lifted before it means anything; expected 0.42-0.48 raw if coverage preserves class evidence | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C02","label":"C02 C RS1 exploration+compression (astra)","link":"","note":"wider compression control: if M40 is useful, M120 should improve; if it only re-expresses class medians it will hover near previous S0prime noise | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C02 | C02 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | wider compression control: if M40 is useful, M120 should improve; if it only re-expresses class medians it will hover near previous S0prime noise | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C03","label":"C03 C RS1 exploration+compression (astra)","link":"","note":"best phi substrate from A should tell whether a^2-like geometry gives RS1 something non-class-shaped to compress; target is +2 over same-substrate random floor | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C03 | C03 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | best phi substrate from A should tell whether a^2-like geometry gives RS1 something non-class-shaped to compress; target is +2 over same-substrate random floor | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C04","label":"C04 C RS1 exploration+compression (astra)","link":"","note":"tests whether the best phi substrate scales with more compressed symbols instead of flattening like old S0prime | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C04 | C04 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | tests whether the best phi substrate scales with more compressed symbols instead of flattening like old S0prime | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C05","label":"C05 C RS1 exploration+compression (astra)","link":"","note":"second phi substrate prevents overfitting to square; useful only if it beats its random floor and opens different close-call pairs | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C05 | C05 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | second phi substrate prevents overfitting to square; useful only if it beats its random floor and opens different close-call pairs | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C06","label":"C06 C RS1 exploration+compression (astra)","link":"","note":"second phi substrate width check; stop this branch if M40 fails its floor | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C06 | C06 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | second phi substrate width check; stop this branch if M40 fails its floor | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C07","label":"C07 C RS1 exploration+compression (astra)","link":"","note":"third phi substrate checks whether multiple natural geometries give RS1 different useful symbol families | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C07 | C07 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | third phi substrate checks whether multiple natural geometries give RS1 different useful symbol families | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"C08","label":"C08 C RS1 exploration+compression (astra)","link":"","note":"third phi substrate width check; only meaningful if C07 beats its random floor | harness /workspace/astra_rs1_explore_compress.py","parents":["C"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"C08 | C08 C RS1 exploration+compression (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | third phi substrate width check; only meaningful if C07 beats its random floor | harness /workspace/astra_rs1_explore_compress.py"}},{"first_score_seen":null,"group":"rs1","id":"D","label":"D. Composites at RS1: channel pairs as extra channels (Astra)","link":"","note":"Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it.","parents":["lifts"],"result":"not run: superseded by the hierarchy finding; Astra's lane","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"D | D. Composites at RS1: channel pairs as extra channels (Astra) | not run: superseded by the hierarchy finding; Astra's lane | Old staged manifest item. Not active/queued after the phi batch; superseded operationally by ROUTED_BRANCH_READOUT unless Payton reactivates it."}},{"first_score_seen":0.5025,"group":"rs1","id":"D01","label":"D01 D RS1 composites over S0 channel pairs (astra)","link":"","note":"|S0_i-S0_j| maps keep pair identity; should help if RS1 needs contrast fields rather than class medians; target > ordinary RS1 0.5025 or record fusion lift | harness /workspace/astra_rs1_composite_channels.py","parents":["D"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"D01 | D01 D RS1 composites over S0 channel pairs (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | |S0_i-S0_j| maps keep pair identity; should help if RS1 needs contrast fields rather than class medians; target > ordinary RS1 0.5025 or record fusion lift | harness /workspace/astra_rs1_composite_channels.py"}},{"first_score_seen":null,"group":"rs1","id":"D02","label":"D02 D RS1 composites over S0 channel pairs (astra)","link":"","note":"S0_i*S0_j maps test joint support/co-occurrence; earlier product at codon-pair level was weak, but channel-level product may expose shared context | harness /workspace/astra_rs1_composite_channels.py","parents":["D"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"D02 | D02 D RS1 composites over S0 channel pairs (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | S0_i*S0_j maps test joint support/co-occurrence; earlier product at codon-pair level was weak, but channel-level product may expose shared context | harness /workspace/astra_rs1_composite_channels.py"}},{"first_score_seen":null,"group":"rs1","id":"D03","label":"D03 D RS1 composites over S0 channel pairs (astra)","link":"","note":"max(S0_i,S0_j) tests either/or presence for ambiguous top pairs; expected modest unless top2 arbitration uses it | harness /workspace/astra_rs1_composite_channels.py","parents":["D"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"D03 | D03 D RS1 composites over S0 channel pairs (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | max(S0_i,S0_j) tests either/or presence for ambiguous top pairs; expected modest unless top2 arbitration uses it | harness /workspace/astra_rs1_composite_channels.py"}},{"first_score_seen":null,"group":"rs1","id":"D04","label":"D04 D RS1 composites over S0 channel pairs (astra)","link":"","note":"min(S0_i,S0_j) tests co-activation/overlap regions; useful if false positives share both classes, otherwise likely weak | harness /workspace/astra_rs1_composite_channels.py","parents":["D"],"result":"not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"D04 | D04 D RS1 composites over S0 channel pairs (astra) | not run: batch ended 2026-09-15 02:52 UTC, line superseded by the hierarchy finding | min(S0_i,S0_j) tests co-activation/overlap regions; useful if false positives share both classes, otherwise likely weak | harness /workspace/astra_rs1_composite_channels.py"}},{"first_score_seen":0.799,"group":"rs1","id":"L","label":"L. Deep curriculum: the founding pair is a frozen RS0 layer, the curriculum grows an RS1 layer above it (depth adds capacity, not width)","link":"","note":"Payton 2026-09-15 12:45","parents":["J03","I01"],"result":"L01-L03 done: depth retains more (airplane-ship 0.799 vs 0.737 shallow) but the pair still slides","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"L | L. Deep curriculum: the founding pair is a frozen RS0 layer, the curriculum grows an RS1 layer above it (depth adds capacity, not width) | L01-L03 done: depth retains more (airplane-ship 0.799 vs 0.737 shallow) but the pair still slides | Payton 2026-09-15 12:45"}},{"first_score_seen":0.828,"group":"rs1","id":"L01","label":"L01 deep curriculum cat: RS1 over S0 + the 32 frozen cat-dog experts, one class per step, balanced (claude)","link":"","note":"TEST RESULT L01 (deep curriculum cat (RS1 over S0 + frozen cat-dog experts), pod ..18 GPU 2, 729 s): grown expert step by step, union AUC test: step1 0.768, step2 0.776, step3 0.769, step4 0.774, step5 0.775, step6 0.792, step7 0.806, step8 0.818, step9 0.828. Final one-vs-rest 0.828 vs from-scratch control 0.826 (same total budget). Retention of the grown expert at the end (AUC vs each class alon","parents":["L"],"result":"deep cat: 0.828 vs scratch 0.826; cat-dog retention 0.555 (from 0.768): the upper layer stops reading the frozen pair","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"L01 | L01 deep curriculum cat: RS1 over S0 + the 32 frozen cat-dog experts, one class per step, balanced (claude) | deep cat: 0.828 vs scratch 0.826; cat-dog retention 0.555 (from 0.768): the upper layer stops reading the frozen pair | TEST RESULT L01 (deep curriculum cat (RS1 over S0 + frozen cat-dog experts), pod ..18 GPU 2, 729 s): grown expert step by step, union AUC test: step1 0.768, step2 0.776, step3 0.769, step4 0.774, step5 0.775, step6 0.792, step7 0.806, step8 0.818, step9 0.828. Final one-vs-rest 0.828 vs from-scratch control 0.826 (same total budget). Retention of the grown expert at the end (AUC vs each class alon"}},{"first_score_seen":0.504,"group":"rs1","id":"L02","label":"L02 deep curriculum cat, interleaved (3 revisit/consolidate rounds) (claude)","link":"","note":"TEST RESULT L02 (deep curriculum cat, interleaved 3 rounds, pod ..18 GPU 2, 1139 s): grown expert step by step, union AUC test: step1 0.768, step2 0.776, step3 0.769, step4 0.774, step5 0.775, step6 0.792, step7 0.806, step8 0.818, step9 0.828, revisit1 0.767, consol1 0.823, revisit2 0.766, consol2 0.822, revisit3 0.769, consol3 0.823. Final one-vs-rest 0.823 vs from-scratch control 0.826 (same to","parents":["L"],"result":"deep see-saw: revisit 0.77/0.77/0.77 dog, consolidate 0.51/0.54/0.55; control 0.504","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"L02 | L02 deep curriculum cat, interleaved (3 revisit/consolidate rounds) (claude) | deep see-saw: revisit 0.77/0.77/0.77 dog, consolidate 0.51/0.54/0.55; control 0.504 | TEST RESULT L02 (deep curriculum cat, interleaved 3 rounds, pod ..18 GPU 2, 1139 s): grown expert step by step, union AUC test: step1 0.768, step2 0.776, step3 0.769, step4 0.774, step5 0.775, step6 0.792, step7 0.806, step8 0.818, step9 0.828, revisit1 0.767, consol1 0.823, revisit2 0.766, consol2 0.822, revisit3 0.769, consol3 0.823. Final one-vs-rest 0.823 vs from-scratch control 0.826 (same to"}},{"first_score_seen":null,"group":"rs1","id":"M","label":"M. Co-evolved deep curriculum: layer 0 relational codons and layer 1 grid codons evolve together under one fitness (RS0 not frozen)","link":"","note":"Payton 2026-09-15 13:09: don't freeze RS0, evolve it with the downstream spaces","parents":["L01"],"result":"co-evolution forgets fastest: the lower layer becomes a feature supplier, the pair boundary lives only in the top vote","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"M | M. Co-evolved deep curriculum: layer 0 relational codons and layer 1 grid codons evolve together under one fitness (RS0 not frozen) | co-evolution forgets fastest: the lower layer becomes a feature supplier, the pair boundary lives only in the top vote | Payton 2026-09-15 13:09: don't freeze RS0, evolve it with the downstream spaces"}},{"first_score_seen":0.832,"group":"rs1","id":"M01","label":"M01 co-evolved cat curriculum, E4 K0 9 K1 9, one class per step (claude)","link":"","note":"TEST RESULT M01 (co-evolved two-layer cat curriculum, pod ..18 GPU 1, 276 s): grown expert step by step, union AUC test: step1 0.708, step2 0.751, step3 0.754, step4 0.752, step5 0.756, step6 0.784, step7 0.798, step8 0.815, step9 0.829. Final one-vs-rest 0.829 vs from-scratch control 0.819 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): dog 0.503, horse 0.","parents":["M"],"result":"co-evolved cat: 0.832 vs scratch 0.825; cat-dog 0.728 to 0.505 (chance); layer 0 alone never above 0.59","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"M01 | M01 co-evolved cat curriculum, E4 K0 9 K1 9, one class per step (claude) | co-evolved cat: 0.832 vs scratch 0.825; cat-dog 0.728 to 0.505 (chance); layer 0 alone never above 0.59 | TEST RESULT M01 (co-evolved two-layer cat curriculum, pod ..18 GPU 1, 276 s): grown expert step by step, union AUC test: step1 0.708, step2 0.751, step3 0.754, step4 0.752, step5 0.756, step6 0.784, step7 0.798, step8 0.815, step9 0.829. Final one-vs-rest 0.829 vs from-scratch control 0.819 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): dog 0.503, horse 0."}},{"first_score_seen":0.815,"group":"rs1","id":"M02","label":"M02 co-evolved cat curriculum, interleaved 3 rounds (claude)","link":"","note":"TEST RESULT M02: TEST 0.815 vs SCRATCH 0.819 (one-vs-rest AUC on the 10k test images; val 0.838 vs 0.838). Founding pair dog: 0.708 at step 1, 0.506 at the end, scratch 0.502. (co-evolved two-layer cat curriculum, interleaved, pod ..18 GPU 1, 432 s.) Ladder, test: step1 0.708, step2 0.751, step3 0.754, step4 0.752, step5 0.756, step6 0.784, step7 0.798, step8 0.815, step9 0.829, revisit1 0.705, co","parents":["M"],"result":"TEST 0.815 vs SCRATCH 0.819 (one-vs-rest AUC on the 10k test images; val 0.838 vs 0.838). Founding pair dog: 0.708 at step 1, 0.506 at the end, scratch 0.502. (co-evolved two-layer cat curriculum, int","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"M02 | M02 co-evolved cat curriculum, interleaved 3 rounds (claude) | TEST 0.815 vs SCRATCH 0.819 (one-vs-rest AUC on the 10k test images; val 0.838 vs 0.838). Founding pair dog: 0.708 at step 1, 0.506 at the end, scratch 0.502. (co-evolved two-layer cat curriculum, int | TEST RESULT M02: TEST 0.815 vs SCRATCH 0.819 (one-vs-rest AUC on the 10k test images; val 0.838 vs 0.838). Founding pair dog: 0.708 at step 1, 0.506 at the end, scratch 0.502. (co-evolved two-layer cat curriculum, interleaved, pod ..18 GPU 1, 432 s.) Ladder, test: step1 0.708, step2 0.751, step3 0.754, step4 0.752, step5 0.756, step6 0.784, step7 0.798, step8 0.815, step9 0.829, revisit1 0.705, co"}},{"first_score_seen":0.832,"group":"rs1","id":"M03","label":"M03 co-evolved cat curriculum, second seed 20260912 (claude)","link":"","note":"TEST RESULT M03 (co-evolved two-layer cat curriculum, seed 2, pod ..18 GPU 2, 272 s): grown expert step by step, union AUC test: step1 0.728, step2 0.771, step3 0.781, step4 0.771, step5 0.777, step6 0.787, step7 0.801, step8 0.816, step9 0.832. Final one-vs-rest 0.832 vs from-scratch control 0.825 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): dog 0.505, ","parents":["M"],"result":"seed 2 agrees: 0.832 / cat-dog 0.51","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"M03 | M03 co-evolved cat curriculum, second seed 20260912 (claude) | seed 2 agrees: 0.832 / cat-dog 0.51 | TEST RESULT M03 (co-evolved two-layer cat curriculum, seed 2, pod ..18 GPU 2, 272 s): grown expert step by step, union AUC test: step1 0.728, step2 0.771, step3 0.781, step4 0.771, step5 0.777, step6 0.787, step7 0.801, step8 0.816, step9 0.832. Final one-vs-rest 0.832 vs from-scratch control 0.825 (same total budget). Retention of the grown expert at the end (AUC vs each class alone): dog 0.505, "}},{"first_score_seen":0.4925,"group":"rs1","id":"P08","label":"RS1 over S0 products","link":"","note":"S0 plus pairwise products before RS1. Products alone do not recover the overlay quadratic gap; least-bad Q variant but still below record.","parents":["P01","P02"],"result":"TEST RS1 0.4925 / RS0+RS1 0.5303 vs record 0.5339; hard-tree 0.4947","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"P08 | RS1 over S0 products | TEST RS1 0.4925 / RS0+RS1 0.5303 vs record 0.5339; hard-tree 0.4947 | S0 plus pairwise products before RS1. Products alone do not recover the overlay quadratic gap; least-bad Q variant but still below record."}},{"first_score_seen":0.4893,"group":"rs1","id":"P09","label":"RS1 over S0 radial terms","link":"","note":"Radial/squares before RS1. Null.","parents":["P01","P02"],"result":"TEST RS1 0.4893 / RS0+RS1 0.5248 vs record 0.5339; hard-tree 0.4941","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"P09 | RS1 over S0 radial terms | TEST RS1 0.4893 / RS0+RS1 0.5248 vs record 0.5339; hard-tree 0.4941 | Radial/squares before RS1. Null."}},{"first_score_seen":0.4804,"group":"rs1","id":"P10","label":"RS1 over S0 products+radial","link":"","note":"Products plus radial/square terms before RS1. Full quadratic interface worsened the composer under this recipe.","parents":["P08","P09"],"result":"TEST RS1 0.4804 / RS0+RS1 0.5275 vs record 0.5339; hard-tree 0.4917","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"P10 | RS1 over S0 products+radial | TEST RS1 0.4804 / RS0+RS1 0.5275 vs record 0.5339; hard-tree 0.4917 | Products plus radial/square terms before RS1. Full quadratic interface worsened the composer under this recipe."}},{"first_score_seen":null,"group":"rs1","id":"Q","label":"Q. Quadratic terms for the composer: S0 plus cellwise products / radial terms as channels, record RS1 recipe, then a tree readout (Payton 2026-09-15 16:40)","link":"","note":"Q01-Q09 tested products, radial, min/max, absdiff, gates and ratios; no useful jump.","parents":["hierarchy"],"result":"Q closed: nonlinear S0 composer channels all below record or noise","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q | Q. Quadratic terms for the composer: S0 plus cellwise products / radial terms as channels, record RS1 recipe, then a tree readout (Payton 2026-09-15 16:40) | Q closed: nonlinear S0 composer channels all below record or noise | Q01-Q09 tested products, radial, min/max, absdiff, gates and ratios; no useful jump."}},{"first_score_seen":0.4867,"group":"rs1","id":"Q01","label":"Q01 EXPAND=quad: 10 S0 + 45 products + 11 radial channels (claude)","link":"","note":"TEST RESULT Q01 phi=id|EXPAND=quad (pod pF GPU 2, claude_phi_substrate.py, 1047 s): RS1 over phi(S0) test 0.4867 (val 0.4944), RS0+RS1 fused 0.5312 (val 0.5365). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.4867, fused 0.5312","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q01 | Q01 EXPAND=quad: 10 S0 + 45 products + 11 radial channels (claude) | RS1 0.4867, fused 0.5312 | TEST RESULT Q01 phi=id|EXPAND=quad (pod pF GPU 2, claude_phi_substrate.py, 1047 s): RS1 over phi(S0) test 0.4867 (val 0.4944), RS0+RS1 fused 0.5312 (val 0.5365). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4919,"group":"rs1","id":"Q02","label":"Q02 EXPAND=prod: products only (claude)","link":"","note":"TEST RESULT Q02 phi=id|EXPAND=prod (pod pF GPU 2, claude_phi_substrate.py, 1041 s): RS1 over phi(S0) test 0.4919 (val 0.5005), RS0+RS1 fused 0.5316 (val 0.5364). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.4919, fused 0.5316","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q02 | Q02 EXPAND=prod: products only (claude) | RS1 0.4919, fused 0.5316 | TEST RESULT Q02 phi=id|EXPAND=prod (pod pF GPU 2, claude_phi_substrate.py, 1041 s): RS1 over phi(S0) test 0.4919 (val 0.5005), RS0+RS1 fused 0.5316 (val 0.5364). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4906,"group":"rs1","id":"Q03","label":"Q03 EXPAND=radial: radial and squares only (claude)","link":"","note":"TEST RESULT Q03 phi=id|EXPAND=radial (pod pF GPU 2, claude_phi_substrate.py, 1048 s): RS1 over phi(S0) test 0.4906 (val 0.4975), RS0+RS1 fused 0.5317 (val 0.5348). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.4906, fused 0.5317","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q03 | Q03 EXPAND=radial: radial and squares only (claude) | RS1 0.4906, fused 0.5317 | TEST RESULT Q03 phi=id|EXPAND=radial (pod pF GPU 2, claude_phi_substrate.py, 1048 s): RS1 over phi(S0) test 0.4906 (val 0.4975), RS0+RS1 fused 0.5317 (val 0.5348). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4881,"group":"rs1","id":"Q04","label":"Q04 id,sign + quad (claude)","link":"","note":"TEST RESULT Q04 phi=id,sign|EXPAND=quad (pod pF GPU 2, claude_phi_substrate.py, 1043 s): RS1 over phi(S0) test 0.4881 (val 0.4986), RS0+RS1 fused 0.5216 (val 0.5335). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.4881, fused 0.5216","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q04 | Q04 id,sign + quad (claude) | RS1 0.4881, fused 0.5216 | TEST RESULT Q04 phi=id,sign|EXPAND=quad (pod pF GPU 2, claude_phi_substrate.py, 1043 s): RS1 over phi(S0) test 0.4881 (val 0.4986), RS0+RS1 fused 0.5216 (val 0.5335). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5019,"group":"rs1","id":"Q05","label":"Q05 EXPAND=minmax: pairwise min and max channels (claude)","link":"","note":"TEST RESULT Q05 phi=id|EXPAND=minmax (pod p18 GPU 0, claude_phi_substrate.py, 1042 s): RS1 over phi(S0) test 0.5019 (val 0.5092), RS0+RS1 fused 0.5289 (val 0.5387). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.5019, fused 0.5289","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q05 | Q05 EXPAND=minmax: pairwise min and max channels (claude) | RS1 0.5019, fused 0.5289 | TEST RESULT Q05 phi=id|EXPAND=minmax (pod p18 GPU 0, claude_phi_substrate.py, 1042 s): RS1 over phi(S0) test 0.5019 (val 0.5092), RS0+RS1 fused 0.5289 (val 0.5387). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4855,"group":"rs1","id":"Q06","label":"Q06 EXPAND=absdiff: |a-b| channels (claude)","link":"","note":"TEST RESULT Q06 phi=id|EXPAND=absdiff (pod p18 GPU 0, claude_phi_substrate.py, 1074 s): RS1 over phi(S0) test 0.4855 (val 0.4858), RS0+RS1 fused 0.5287 (val 0.5331). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.4855, fused 0.5287","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q06 | Q06 EXPAND=absdiff: |a-b| channels (claude) | RS1 0.4855, fused 0.5287 | TEST RESULT Q06 phi=id|EXPAND=absdiff (pod p18 GPU 0, claude_phi_substrate.py, 1074 s): RS1 over phi(S0) test 0.4855 (val 0.4858), RS0+RS1 fused 0.5287 (val 0.5331). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.4892,"group":"rs1","id":"Q07","label":"Q07 EXPAND=gate: a gated by sign(b) (claude)","link":"","note":"TEST RESULT Q07 phi=id|EXPAND=gate (pod p18 GPU 0, claude_phi_substrate.py, 1035 s): RS1 over phi(S0) test 0.4892 (val 0.4950), RS0+RS1 fused 0.5247 (val 0.5365). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.4892, fused 0.5247","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q07 | Q07 EXPAND=gate: a gated by sign(b) (claude) | RS1 0.4892, fused 0.5247 | TEST RESULT Q07 phi=id|EXPAND=gate (pod p18 GPU 0, claude_phi_substrate.py, 1035 s): RS1 over phi(S0) test 0.4892 (val 0.4950), RS0+RS1 fused 0.5247 (val 0.5365). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":null,"group":"rs1","id":"Q08","label":"Q08 id,sq,sign + all non-linear pair combos (claude)","link":"","note":"failed:  in use. Of the allocated memory 20.17 GiB is allocated by PyTorch, and 2.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https:/","parents":["Q"],"result":"","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q08 | Q08 id,sq,sign + all non-linear pair combos (claude) | failed:  in use. Of the allocated memory 20.17 GiB is allocated by PyTorch, and 2.92 GiB is reserved by PyTorch but unallocated. If reserved but unallocated memory is large try setting PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True to avoid fragmentation.  See documentation for Memory Management  (https:/"}},{"first_score_seen":0.5074,"group":"rs1","id":"Q09","label":"Q09 EXPAND=ratio: normalised differences (claude)","link":"","note":"TEST RESULT Q09 phi=id|EXPAND=ratio (pod p18 GPU 0, claude_phi_substrate.py, 1026 s): RS1 over phi(S0) test 0.5074 (val 0.5068), RS0+RS1 fused 0.5344 (val 0.5444). Record: RS1 0.5025, fused 0.5339. No gain.","parents":["Q"],"result":"RS1 0.5074, fused 0.5344","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"Q09 | Q09 EXPAND=ratio: normalised differences (claude) | RS1 0.5074, fused 0.5344 | TEST RESULT Q09 phi=id|EXPAND=ratio (pod p18 GPU 0, claude_phi_substrate.py, 1026 s): RS1 over phi(S0) test 0.5074 (val 0.5068), RS0+RS1 fused 0.5344 (val 0.5444). Record: RS1 0.5025, fused 0.5339. No gain."}},{"first_score_seen":0.5061,"group":"rs1","id":"RS1_PHI_ALL27","label":"RS1 over all post-activation phi channels","link":"","note":"TEST RESULT flat all-phi: RS1 over combined phi(S0) test 0.5061 (val 0.5075), RS0+RS1 fused 0.5378 (val 0.5426), 1029s. Reference: RS1 0.5025, fused record 0.5339.","parents":["phi_overlay"],"result":"RS1 0.5061, fused 0.5378","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"RS1_PHI_ALL27 | RS1 over all post-activation phi channels | RS1 0.5061, fused 0.5378 | TEST RESULT flat all-phi: RS1 over combined phi(S0) test 0.5061 (val 0.5075), RS0+RS1 fused 0.5378 (val 0.5426), 1029s. Reference: RS1 0.5025, fused record 0.5339."}},{"first_score_seen":0.4623,"group":"rs1","id":"RS1_PHI_GEOM","label":"RS1 over geometry-mover phi stack","link":"","note":"TEST RESULT geometry-mover stack: RS1 over combined phi(S0) test 0.4623 (val 0.4732), RS0+RS1 fused 0.5180 (val 0.5337), 1808s. Reference: RS1 0.5025, fused record 0.5339.","parents":["phi_overlay"],"result":"RS1 0.4623, fused 0.5180","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"RS1_PHI_GEOM | RS1 over geometry-mover phi stack | RS1 0.4623, fused 0.5180 | TEST RESULT geometry-mover stack: RS1 over combined phi(S0) test 0.4623 (val 0.4732), RS0+RS1 fused 0.5180 (val 0.5337), 1808s. Reference: RS1 0.5025, fused record 0.5339."}},{"first_score_seen":0.507,"group":"rs1","id":"RS1_PHI_XKEEP","label":"RS1 over sign-preserving phi stack","link":"","note":"TEST RESULT sign-preserving X-keeper stack: RS1 over combined phi(S0) test 0.5070 (val 0.5155), RS0+RS1 fused 0.5336 (val 0.5424), 1826s. Reference: RS1 0.5025, fused record 0.5339.","parents":["phi_overlay"],"result":"RS1 0.5070, fused 0.5336","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-15","visual":{"node_color_status":"null","visible_text":"RS1_PHI_XKEEP | RS1 over sign-preserving phi stack | RS1 0.5070, fused 0.5336 | TEST RESULT sign-preserving X-keeper stack: RS1 over combined phi(S0) test 0.5070 (val 0.5155), RS0+RS1 fused 0.5336 (val 0.5424), 1826s. Reference: RS1 0.5025, fused record 0.5339."}},{"first_score_seen":0.7582,"group":"rs1","id":"Z03","label":"Z03 rank fitness: pair AUC of the median vote (threshold-free) + context (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z03 test 0.7582 (-0.0990 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z03 | Z03 rank fitness: pair AUC of the median vote (threshold-free) + context (claude) | screen: Z03 test 0.7582 (-0.0990 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.8552,"group":"rs1","id":"Z04","label":"Z04 different blocks: balanced acc - 0.3 x mean |corr| between the K codons inside the expert (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z04 test 0.8552 (-0.0020 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z04 | Z04 different blocks: balanced acc - 0.3 x mean |corr| between the K codons inside the expert (claude) | screen: Z04 test 0.8552 (-0.0020 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.8554,"group":"rs1","id":"Z05","label":"Z05 blocks that fit: expert e scored on rows experts 1..e-1 got wrong (gap-filling weights), + context (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z05 test 0.8554 (-0.0018 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z05 | Z05 blocks that fit: expert e scored on rows experts 1..e-1 got wrong (gap-filling weights), + context (claude) | screen: Z05 test 0.8554 (-0.0018 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.8572,"group":"rs1","id":"Z06","label":"Z06 possible/impossible prior: candidates whose context votes contradict the class-tree walls are rejected before evaluation (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z06 test 0.8572 (+0.0000 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z06 | Z06 possible/impossible prior: candidates whose context votes contradict the class-tree walls are rejected before evaluation (claude) | screen: Z06 test 0.8572 (+0.0000 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.5827,"group":"rs1","id":"Z07","label":"Z07 information not verdict: mutual information of the binned vote with all 10 labels + pair balanced acc (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"all-45 tournament 0.5827 vs 0.5875 control (screen +0.4 did not hold)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z07 | Z07 information not verdict: mutual information of the binned vote with all 10 labels + pair balanced acc (claude) | all-45 tournament 0.5827 vs 0.5875 control (screen +0.4 did not hold) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.847,"group":"rs1","id":"Z08","label":"Z08 stability: fitness on two halves of the fit rows, mean minus their gap (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z08 test 0.8470 (-0.0102 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z08 | Z08 stability: fitness on two halves of the fit rows, mean minus their gap (claude) | screen: Z08 test 0.8470 (-0.0102 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.8232,"group":"rs1","id":"Z09","label":"Z09 marginal gain: a codon's worth is the tournament delta when its expert joins the union (winner only, expensive) (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z09 test 0.8232 (-0.0340 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z09 | Z09 marginal gain: a codon's worth is the tournament delta when its expert joins the union (winner only, expensive) (claude) | screen: Z09 test 0.8232 (-0.0340 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.851,"group":"rs1","id":"Z11","label":"Z11 strong context (lambda 0.5): quiet on the other 8 classes weighted 2.5x (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8510 (-0.0062 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z11 | Z11 strong context (lambda 0.5): quiet on the other 8 classes weighted 2.5x (claude) | screen: test 0.8510 (-0.0062 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":0.8572,"group":"rs1","id":"Z12","label":"Z12 abstain zone: context votes rewarded for sitting between the two pair modes, not just near zero (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8572 (-0.0000 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z12 | Z12 abstain zone: context votes rewarded for sitting between the two pair modes, not just near zero (claude) | screen: test 0.8572 (-0.0000 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":0.8564,"group":"rs1","id":"Z13","label":"Z13 hard rows: balanced acc on the 30% of pair rows with the smallest current margin (focal) (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8564 (-0.0008 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z13 | Z13 hard rows: balanced acc on the 30% of pair rows with the smallest current margin (focal) (claude) | screen: test 0.8564 (-0.0008 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":0.8562,"group":"rs1","id":"Z15","label":"Z15 side task: pair balanced acc + 0.2 x (class a vs all) + 0.2 x (class b vs all), a block that also says what it is (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8562 (-0.0010 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z15 | Z15 side task: pair balanced acc + 0.2 x (class a vs all) + 0.2 x (class b vs all), a block that also says what it is (claude) | screen: test 0.8562 (-0.0010 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":0.8454,"group":"rs1","id":"Z16","label":"Z16 neighbourhood: mean balanced acc over the pair and its two nearest pairs in the class tree, a block useful beyond one wall (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8454 (-0.0118 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z16 | Z16 neighbourhood: mean balanced acc over the pair and its two nearest pairs in the class tree, a block useful beyond one wall (claude) | screen: test 0.8454 (-0.0118 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":0.8342,"group":"rs1","id":"Z17","label":"Z17 compatibility AND fitness (astra)","link":"","note":"reward RS1 parts whose paired RS0 blocks are jointly stable for target rows and impossible off-context","parents":["Z"],"result":"screen: test 0.8342 (-0.0230 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z17 | Z17 compatibility AND fitness (astra) | screen: test 0.8342 (-0.0230 vs Z01) | reward RS1 parts whose paired RS0 blocks are jointly stable for target rows and impossible off-context"}},{"first_score_seen":0.8482,"group":"rs1","id":"Z18","label":"Z18 incompatibility / dead-zone fitness (astra)","link":"","note":"reward parts that separate A vs B while forcing non-pair classes into a quiet/dead zone","parents":["Z"],"result":"screen: test 0.8482 (-0.0090 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z18 | Z18 incompatibility / dead-zone fitness (astra) | screen: test 0.8482 (-0.0090 vs Z01) | reward parts that separate A vs B while forcing non-pair classes into a quiet/dead zone"}},{"first_score_seen":0.8174,"group":"rs1","id":"Z19","label":"Z19 substitution XOR fitness (astra)","link":"","note":"reward either/or block alternatives: one of two supports target, both together or neither is impossible","parents":["Z"],"result":"screen: test 0.8174 (-0.0398 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z19 | Z19 substitution XOR fitness (astra) | screen: test 0.8174 (-0.0398 vs Z01) | reward either/or block alternatives: one of two supports target, both together or neither is impossible"}},{"first_score_seen":0.8278,"group":"rs1","id":"Z20","label":"Z20 implication fitness (astra)","link":"","note":"reward asymmetric rules: if block A fires, block B must or must-not fire under the class tree context","parents":["Z"],"result":"screen: test 0.8278 (-0.0294 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z20 | Z20 implication fitness (astra) | screen: test 0.8278 (-0.0294 vs Z01) | reward asymmetric rules: if block A fires, block B must or must-not fire under the class tree context"}},{"first_score_seen":0.8566,"group":"rs1","id":"Z21","label":"Z21 all-class abstention context (astra)","link":"","note":"same target pair fitness but every non-target class is present during search and scored for silence","parents":["Z"],"result":"screen: test 0.8566 (-0.0006 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z21 | Z21 all-class abstention context (astra) | screen: test 0.8566 (-0.0006 vs Z01) | same target pair fitness but every non-target class is present during search and scored for silence"}},{"first_score_seen":0.8534,"group":"rs1","id":"Z22","label":"Z22 closure / parent-reuse fitness (astra)","link":"","note":"score candidate by whether later held-out candidates can reuse it as a parent without losing wall separation","parents":["Z"],"result":"screen: test 0.8534 (-0.0038 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z22 | Z22 closure / parent-reuse fitness (astra) | screen: test 0.8534 (-0.0038 vs Z01) | score candidate by whether later held-out candidates can reuse it as a parent without losing wall separation"}},{"first_score_seen":0.8478,"group":"rs1","id":"Z23","label":"Z23 within-expert anti-redundancy (astra)","link":"","note":"pair accuracy plus penalty for correlated K codons so an expert becomes multiple different blocks","parents":["Z"],"result":"screen: test 0.8478 (-0.0094 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z23 | Z23 within-expert anti-redundancy (astra) | screen: test 0.8478 (-0.0094 vs Z01) | pair accuracy plus penalty for correlated K codons so an expert becomes multiple different blocks"}},{"first_score_seen":0.857,"group":"rs1","id":"Z25","label":"Z25 wall-targeted context fitness (astra)","link":"","note":"focus RS1 on cat-dog, car-truck and plane-ship with all ten classes present from the start","parents":["Z"],"result":"screen: test 0.8570 (-0.0002 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z25 | Z25 wall-targeted context fitness (astra) | screen: test 0.8570 (-0.0002 vs Z01) | focus RS1 on cat-dog, car-truck and plane-ship with all ten classes present from the start"}},{"first_score_seen":0.8568,"group":"rs1","id":"Z26","label":"Z26 tree-feasibility gate (astra)","link":"","note":"reject candidates whose context votes contradict measured animal/vehicle, sky/ground, pet/wild tree constraints","parents":["Z"],"result":"screen: test 0.8568 (-0.0004 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z26 | Z26 tree-feasibility gate (astra) | screen: test 0.8568 (-0.0004 vs Z01) | reject candidates whose context votes contradict measured animal/vehicle, sky/ground, pet/wild tree constraints"}},{"first_score_seen":0.635,"group":"rs1","id":"Z27","label":"Z27 mutual-information block fitness (astra)","link":"","note":"reward vote information about all ten labels rather than immediate pair verdict only","parents":["Z"],"result":"screen: test 0.6350 (-0.2222 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z27 | Z27 mutual-information block fitness (astra) | screen: test 0.6350 (-0.2222 vs Z01) | reward vote information about all ten labels rather than immediate pair verdict only"}},{"first_score_seen":0.8492,"group":"rs1","id":"Z28","label":"Z28 fit-half stability fitness (astra)","link":"","note":"fitness averaged across two fit halves minus the split gap, penalizing lucky brittle blocks","parents":["Z"],"result":"screen: test 0.8492 (-0.0080 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z28 | Z28 fit-half stability fitness (astra) | screen: test 0.8492 (-0.0080 vs Z01) | fitness averaged across two fit halves minus the split gap, penalizing lucky brittle blocks"}},{"first_score_seen":0.8328,"group":"rs1","id":"Z29","label":"Z29 anti-shortcut multi-block fitness (astra)","link":"","note":"penalize candidates that duplicate one RS0 vote; reward requiring two or more blocks jointly","parents":["Z"],"result":"screen: test 0.8328 (-0.0244 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z29 | Z29 anti-shortcut multi-block fitness (astra) | screen: test 0.8328 (-0.0244 vs Z01) | penalize candidates that duplicate one RS0 vote; reward requiring two or more blocks jointly"}},{"first_score_seen":0.832,"group":"rs1","id":"Z30","label":"Z30 hybrid Lego score (astra)","link":"","note":"compatibility + residual-fill + stability in one score; Astra final combined candidate","parents":["Z"],"result":"screen: test 0.8320 (-0.0252 vs Z01)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Z30 | Z30 hybrid Lego score (astra) | screen: test 0.8320 (-0.0252 vs Z01) | compatibility + residual-fill + stability in one score; Astra final combined candidate"}},{"first_score_seen":0.2959,"group":"rs1","id":"rs1_unlab","label":"RS1 grown label-free over S0 (decorrelation)","link":"","note":"Decorrelation selects against the informative directions.","parents":["record","random_floor"],"result":"0.2959 vs random grid bank 0.4184","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-14","visual":{"node_color_status":"null","visible_text":"rs1_unlab | RS1 grown label-free over S0 (decorrelation) | 0.2959 vs random grid bank 0.4184 | Decorrelation selects against the informative directions."}},{"first_score_seen":0.538,"group":"rs1","id":"s0prime","label":"Label-free compression S0' (20/40/80/120/160 groups) and pair channels","link":"","note":"Cat and dog fold onto one line (3-8 deg) in every variant; class-shaped channels reproduce class agreement.","parents":["pie"],"result":"RS1 0.48-0.50; fusions 0.53-0.538 over seeds","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-14","visual":{"node_color_status":"null","visible_text":"s0prime | Label-free compression S0' (20/40/80/120/160 groups) and pair channels | RS1 0.48-0.50; fusions 0.53-0.538 over seeds | Cat and dog fold onto one line (3-8 deg) in every variant; class-shaped channels reproduce class agreement."}},{"first_score_seen":null,"group":"rs1","id":"AF02","label":"8x E1 RS0 seeds -> RS1","link":"","note":"8xE1 -> RS1 queued behind current E2/E4/E8 work on same one-pod lane.","parents":["AF"],"result":"queued","status":"planned","status_meaning":"queued or staged but not currently running","timestamp":"2026-09-16","visual":{"node_color_status":"planned","visible_text":"AF02 | 8x E1 RS0 seeds -> RS1 | queued | 8xE1 -> RS1 queued behind current E2/E4/E8 work on same one-pod lane."}},{"first_score_seen":null,"group":"rs1","id":"K04","label":"K04 RS1 contrast E2 seed12","link":"","note":"Cleared from planned count 2026-09-15: this old RS1-contrast seed repeat is not in the active queue; current contrast result is already represented by I01/I02 and K03.","parents":["K01"],"result":"stale plan cleared","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"K04 | K04 RS1 contrast E2 seed12 | stale plan cleared | Cleared from planned count 2026-09-15: this old RS1-contrast seed repeat is not in the active queue; current contrast result is already represented by I01/I02 and K03."}},{"first_score_seen":null,"group":"rs1","id":"K05","label":"K05 RS1 contrast E4 seed12","link":"","note":"Cleared from planned count 2026-09-15: this old RS1-contrast seed repeat is not in the active queue; current contrast result is already represented by I01/I02 and K03.","parents":["K02"],"result":"stale plan cleared","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"K05 | K05 RS1 contrast E4 seed12 | stale plan cleared | Cleared from planned count 2026-09-15: this old RS1-contrast seed repeat is not in the active queue; current contrast result is already represented by I01/I02 and K03."}},{"first_score_seen":0.515,"group":"rs1","id":"N01","label":"N01 ten co-evolved one-vs-rest experts (E8, B400, K0 9 relational + K1 9 grid over S0 + layer 0), pod ..18 GPUs 1-2 (claude)","link":"","note":"","parents":["N"],"result":"ten co-evolved scratch experts: TEST 0.5150 alone vs record 0.5339 (RS0 0.5164); +RS0 0.5350; +record 0.5362; 52.5k genes raw (33.6k record convention)","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"N01 | N01 ten co-evolved one-vs-rest experts (E8, B400, K0 9 relational + K1 9 grid over S0 + layer 0), pod ..18 GPUs 1-2 (claude) | ten co-evolved scratch experts: TEST 0.5150 alone vs record 0.5339 (RS0 0.5164); +RS0 0.5350; +record 0.5362; 52.5k genes raw (33.6k record convention)"}},{"first_score_seen":0.5551,"group":"rs1","id":"N04","label":"N04 co-evolved curriculum classifier at E16 (claude)","link":"","note":"launches on pod f when its bootstrap completes","parents":["N02"],"result":"TEST 0.5551 vs RECORD fused 0.5339 (RS0 0.5164, RS1 0.5025) for the ten co-evolved experts alone (val 0.5632); +RS0 TEST 0.5543 (val 0.5639); +full record TEST 0.5486 (val 0.5561); genes 111866 raw = 71610 on the record ","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"N04 | N04 co-evolved curriculum classifier at E16 (claude) | TEST 0.5551 vs RECORD fused 0.5339 (RS0 0.5164, RS1 0.5025) for the ten co-evolved experts alone (val 0.5632); +RS0 TEST 0.5543 (val 0.5639); +full record TEST 0.5486 (val 0.5561); genes 111866 raw = 71610 on the record  | launches on pod f when its bootstrap completes"}},{"first_score_seen":0.5446,"group":"rs1","id":"N05","label":"N05 co-evolved curriculum classifier with K1=18 composer codons, E8 (claude)","link":"","note":"pods d/f, 2026-09-15 17:43 UTC","parents":["N02"],"result":"TEST 0.5446 vs RECORD fused 0.5339 (RS0 0.5164, RS1 0.5025) for the ten co-evolved experts alone (val 0.5561); +RS0 TEST 0.5521 (val 0.5611); +full record TEST 0.5479 (val 0.5564); genes 56607 raw = 3","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"N05 | N05 co-evolved curriculum classifier with K1=18 composer codons, E8 (claude) | TEST 0.5446 vs RECORD fused 0.5339 (RS0 0.5164, RS1 0.5025) for the ten co-evolved experts alone (val 0.5561); +RS0 TEST 0.5521 (val 0.5611); +full record TEST 0.5479 (val 0.5564); genes 56607 raw = 3 | pods d/f, 2026-09-15 17:43 UTC"}},{"first_score_seen":0.5896,"group":"rs1","id":"R","label":"R. Nonlinear downstream RS over contrast votes","link":"","note":"Nonlinear contrast-vote composition did not beat P04; phi/product vote transforms modestly help over K5 tournament 0.5844.","parents":["P04","P02"],"result":"R closed: best R03 +tournament 0.5896 vs P04 0.5919","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"R | R. Nonlinear downstream RS over contrast votes | R closed: best R03 +tournament 0.5896 vs P04 0.5919 | Nonlinear contrast-vote composition did not beat P04; phi/product vote transforms modestly help over K5 tournament 0.5844."}},{"first_score_seen":0.5639,"group":"rs1","id":"R01","label":"R01 K5 contrast composer + per-vote phi transforms","link":"","note":"nonlinear downstream contrast composer; channels 306; full-record fusion 0.5829; tag rs1_contrast_K5_E4_phi_s20260915.","parents":["R","P04"],"result":"TEST rs1 0.5639 / +tournament 0.5873 vs P04 0.5919 and K5 tournament 0.5844","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"R01 | R01 K5 contrast composer + per-vote phi transforms | TEST rs1 0.5639 / +tournament 0.5873 vs P04 0.5919 and K5 tournament 0.5844 | nonlinear downstream contrast composer; channels 306; full-record fusion 0.5829; tag rs1_contrast_K5_E4_phi_s20260915."}},{"first_score_seen":0.5445,"group":"rs1","id":"R02","label":"R02 K5 contrast composer + pair-by-group products","link":"","note":"nonlinear downstream contrast composer; channels 321; full-record fusion 0.5836; tag rs1_contrast_K5_E4_groupprod_s20260915.","parents":["R","P04"],"result":"TEST rs1 0.5445 / +tournament 0.5845 vs P04 0.5919 and K5 tournament 0.5844","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"R02 | R02 K5 contrast composer + pair-by-group products | TEST rs1 0.5445 / +tournament 0.5845 vs P04 0.5919 and K5 tournament 0.5844 | nonlinear downstream contrast composer; channels 321; full-record fusion 0.5836; tag rs1_contrast_K5_E4_groupprod_s20260915."}},{"first_score_seen":0.573,"group":"rs1","id":"R03","label":"R03 K5 contrast composer + phi and products","link":"","note":"nonlinear downstream contrast composer; channels 576; full-record fusion 0.5823; tag rs1_contrast_K5_E4_allnonlin_s20260915.","parents":["R","R01","R02"],"result":"TEST rs1 0.573 / +tournament 0.5896 vs P04 0.5919 and K5 tournament 0.5844","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"R03 | R03 K5 contrast composer + phi and products | TEST rs1 0.573 / +tournament 0.5896 vs P04 0.5919 and K5 tournament 0.5844 | nonlinear downstream contrast composer; channels 576; full-record fusion 0.5823; tag rs1_contrast_K5_E4_allnonlin_s20260915."}},{"first_score_seen":null,"group":"rs1","id":"ROUTED_BRANCH_READOUT","label":"Next: routed branch-local readout","link":"","note":"Stale planned node cleared 2026-09-15: routed branch readout was superseded by the contrast-bank RS1 and curriculum/co-evolve lines; not in the active queue.","parents":["hierarchy","PHI_BATCH_CLOSED","pair_rs0","relational"],"result":"held, not queued","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-15","visual":{"node_color_status":"note","visible_text":"ROUTED_BRANCH_READOUT | Next: routed branch-local readout | held, not queued | Stale planned node cleared 2026-09-15: routed branch readout was superseded by the contrast-bank RS1 and curriculum/co-evolve lines; not in the active queue."}},{"first_score_seen":0.8572,"group":"rs1","id":"Z01","label":"Z01 control: pair balanced accuracy of the median vote + 0.2 x quiet on the other 8 classes (today's fitness) (claude)","link":"","note":"screen round 1, 5 hard pairs","parents":["Z"],"result":"screen: Z01 test 0.8572 (+0.0000 vs Z01)","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-16","visual":{"node_color_status":"note","visible_text":"Z01 | Z01 control: pair balanced accuracy of the median vote + 0.2 x quiet on the other 8 classes (today's fitness) (claude) | screen: Z01 test 0.8572 (+0.0000 vs Z01) | screen round 1, 5 hard pairs"}},{"first_score_seen":0.858,"group":"rs1","id":"Z10","label":"Z10 no context (lambda 0): isolates what the context term buys under the other equations (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8580 (+0.0008 vs Z01)","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-16","visual":{"node_color_status":"note","visible_text":"Z10 | Z10 no context (lambda 0): isolates what the context term buys under the other equations (claude) | screen: test 0.8580 (+0.0008 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":0.8582,"group":"rs1","id":"Z14","label":"Z14 lean blocks: balanced acc - 0.002 x genes used, smaller Legos (claude)","link":"","note":"staged; 5 hard pairs screen then all 45 if it beats Z01","parents":["Z"],"result":"screen: test 0.8582 (+0.0010 vs Z01)","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-16","visual":{"node_color_status":"note","visible_text":"Z14 | Z14 lean blocks: balanced acc - 0.002 x genes used, smaller Legos (claude) | screen: test 0.8582 (+0.0010 vs Z01) | staged; 5 hard pairs screen then all 45 if it beats Z01"}},{"first_score_seen":null,"group":"rs1","id":"mosaic","label":"Multi-image RS1 (2x2 mosaics, presence)","link":"","note":"A capability, bounded by the same interface.","parents":["pie"],"result":"presence AUC 0.72 mean; transfer to single images 0.39","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-14","visual":{"node_color_status":"note","visible_text":"mosaic | Multi-image RS1 (2x2 mosaics, presence) | presence AUC 0.72 mean; transfer to single images 0.39 | A capability, bounded by the same interface."}},{"first_score_seen":null,"group":"rs2","id":"V7a","label":"V7a depth stack: 3 layers x 90 parts over the all-class E16 vocabulary, seed 20260911 (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7a | V7a depth stack: 3 layers x 90 parts over the all-class E16 vocabulary, seed 20260911 (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs2","id":"V7b","label":"V7b depth stack, seed 20260912 (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7b | V7b depth stack, seed 20260912 (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs2","id":"V7c","label":"V7c depth stack, thin: 4 layers x 45 parts (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7c | V7c depth stack, thin: 4 layers x 45 parts (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":0.6312,"group":"rs2","id":"RG02","label":"RG02 depth by voting with the margin fitness over Z31: 0.6312 vs 0.6153 input / 0.6100 count depth","link":"","note":"battery wave 1","parents":["BAT","Z31"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"RG02 | RG02 depth by voting with the margin fitness over Z31: 0.6312 vs 0.6153 input / 0.6100 count depth | battery wave 1"}},{"first_score_seen":0.6423,"group":"rs2","id":"RG03","label":"RG03 margin depth layer over the two-seed Z31 union: 0.6423 TEST (record) vs input 0.6316 / one-seed depth 0.6312","link":"","note":"battery wave 1, 2026-09-16 23:55 UTC","parents":["RG02","Z31s"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03 | RG03 margin depth layer over the two-seed Z31 union: 0.6423 TEST (record) vs input 0.6316 / one-seed depth 0.6312 | battery wave 1, 2026-09-16 23:55 UTC"}},{"first_score_seen":0.65,"group":"rs2","id":"RG03e","label":"RG03e margin depth layer over the three-seed Z31 union: 0.6500 TEST (record) vs input 0.6425","link":"","note":"","parents":["RG03","SB01"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03e | RG03e margin depth layer over the three-seed Z31 union: 0.6500 TEST (record) vs input 0.6425"}},{"first_score_seen":0.6443,"group":"rs2","id":"RG03u","label":"RG03 depth-layer unions: two depth seeds 0.6443, three depth layers 0.6456 TEST (record)","link":"","note":"","parents":["RG03"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03u | RG03 depth-layer unions: two depth seeds 0.6443, three depth layers 0.6456 TEST (record)"}},{"first_score_seen":0.61,"group":"rs2","id":"V7v","label":"V7v depth by VOTING: pair experts (K9 grid codons, median vote, all-class context) built layer over layer on the previous layer's pair votes; tournament read per depth (Payton 2026-09-16 01:44)","link":"","note":"Final V7v: seed1 V7v_c layers 0.6051/0.6091/0.6096; seed2 split layers 0.6088/0.6100/0.6074. Pure vote stack, no composer, beats T08 0.6060 by ~0.35-0.4. E4 stacks flat; layer3 adds little; depth saturates fast at E8, next lever would be wider per-layer E16.","parents":["V7"],"result":"confirmed leader: depth-by-voting E8 layer2 0.6100 / 0.6091 on two seeds","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V7v | V7v depth by VOTING: pair experts (K9 grid codons, median vote, all-class context) built layer over layer on the previous layer's pair votes; tournament read per depth (Payton 2026-09-16 01:44) | confirmed leader: depth-by-voting E8 layer2 0.6100 / 0.6091 on two seeds | Final V7v: seed1 V7v_c layers 0.6051/0.6091/0.6096; seed2 split layers 0.6088/0.6100/0.6074. Pure vote stack, no composer, beats T08 0.6060 by ~0.35-0.4. E4 stacks flat; layer3 adds little; depth saturates fast at E8, next lever would be wider per-layer E16."}},{"first_score_seen":0.6088,"group":"rs2","id":"V7v_d","label":"V7v_d voting depth stack, E8 seed 20260912, 45 pairs split over pod d's 3 GPUs per layer (claude)","link":"","note":"First split seed; best layer2 0.6100. This node is canonical split seed result, not aborted batched attempt.","parents":["V7v"],"result":"E8 seed2: L1 0.6088, L2 0.6100, L3 0.6074","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-16","visual":{"node_color_status":"record","visible_text":"V7v_d | V7v_d voting depth stack, E8 seed 20260912, 45 pairs split over pod d's 3 GPUs per layer (claude) | E8 seed2: L1 0.6088, L2 0.6100, L3 0.6074 | First split seed; best layer2 0.6100. This node is canonical split seed result, not aborted batched attempt."}},{"first_score_seen":null,"group":"rs2","id":"rs2","label":"RS2 over S1 (10, 35 and 45 channels)","link":"","note":"Composition over class-shaped channels adds nothing; cat-dog narrows with every layer.","parents":["s0prime"],"result":"0.46-0.47; fusions below the record","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-14","visual":{"node_color_status":"null","visible_text":"rs2 | RS2 over S1 (10, 35 and 45 channels) | 0.46-0.47; fusions below the record | Composition over class-shaped channels adds nothing; cat-dog narrows with every layer."}},{"first_score_seen":0.6276,"group":"rs2","id":"W2A","label":"Wave 2a: 4th seed 0.6276; 4-seed union 0.6463; depth over 4 seeds 0.6502; depth B240/CAND48 0.6502: layer saturates near 0.650","link":"","note":"","parents":["RG03e"],"result":"","status":"note","status_meaning":"observation, branch note, or non-test milestone","timestamp":"2026-09-17","visual":{"node_color_status":"note","visible_text":"W2A | Wave 2a: 4th seed 0.6276; 4-seed union 0.6463; depth over 4 seeds 0.6502; depth B240/CAND48 0.6502: layer saturates near 0.650"}},{"first_score_seen":0.6091,"group":"tests","id":"Y01","label":"Y01 depth by voting, E16 per pair at layers 2 and 3 over the seed-1 E8 layer-1 votes (3-GPU driver); bar = layer-2 E8 0.6091 / union 0.6118","link":"","note":"E16 L2 0.6094, L3 0.6078 vs E8 L2 0.6091; width and depth both saturated at layer 2","parents":["V7v"],"result":"running: E16 layer2/layer3 depth-by-voting; layer2/layer3 post as they land","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Y01 | Y01 depth by voting, E16 per pair at layers 2 and 3 over the seed-1 E8 layer-1 votes (3-GPU driver); bar = layer-2 E8 0.6091 / union 0.6118 | running: E16 layer2/layer3 depth-by-voting; layer2/layer3 post as they land | E16 L2 0.6094, L3 0.6078 vs E8 L2 0.6091; width and depth both saturated at layer 2"}},{"first_score_seen":0.5519,"group":"tests","id":"Y02","label":"Y02 CNN-like downstream RS: layer 0 = the S03 pair bank's relational codons evaluated PER POSITION (8x8 maps, 810 channels); layer 1 = per pair E8 experts of K9 position-shared grid codons (shift genes, folds, evolved window) with all-class context; layer 2 over layer 1's expert maps; tournament read per layer. Controls S03 0.6009, V7v L2 0.6100, X0 0.6118","link":"","note":"L1 0.5519 vs 2-expert scalar 0.5383 (+1.4), L2 0.5354 (stacking loses); below leaderboard","parents":["V7v"],"result":"0.5519 L1 / 0.5354 L2 vs 0.5383 scalar control, X0 0.6118","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-16","visual":{"node_color_status":"null","visible_text":"Y02 | Y02 CNN-like downstream RS: layer 0 = the S03 pair bank's relational codons evaluated PER POSITION (8x8 maps, 810 channels); layer 1 = per pair E8 experts of K9 position-shared grid codons (shift genes, folds, evolved window) with all-class context; layer 2 over layer 1's expert maps; tournament read per layer. Controls S03 0.6009, V7v L2 0.6100, X0 0.6118 | 0.5519 L1 / 0.5354 L2 vs 0.5383 scalar control, X0 0.6118 | L1 0.5519 vs 2-expert scalar 0.5383 (+1.4), L2 0.5354 (stacking loses); below leaderboard"}}],"raw_data":"https://genreg.tech/api/training-map","schema":"genreg.live_map.ai.v1","summary":{"current_leader":{"first_score_seen":0.8328,"group":"AI","id":"AI09","label":"Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights","link":"","note":"Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending","parents":["AI08"],"result":"baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-18","visual":{"node_color_status":"record","visible_text":"AI09 | Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights | baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed | Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending"}},"lane_count":11,"latest_visible_results":[{"first_score_seen":0.5202,"group":"probes","id":"P94","label":"Colour + grayscale read-level union","link":"","note":"Small repeatable RS1/read lift but under 1.2-point record bar. Full colour+gray read ties record. Class sep 0.532 vs colour 0.550; ED 15.3 vs 13.0; fork collapses 0.044 vs 0.258. sq/abs weaker. Pod stopped, artifacts C:/workspace/union_pod.","parents":["AG14","P92"],"result":"RS0 union 0.5202; union RS1 0.5187/0.5119; colour RS0 + union RS1 0.5387/0.5374; full union 0.5342/0.5331; kNN 0.564","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-19","visual":{"node_color_status":"null","visible_text":"P94 | Colour + grayscale read-level union | RS0 union 0.5202; union RS1 0.5187/0.5119; colour RS0 + union RS1 0.5387/0.5374; full union 0.5342/0.5331; kNN 0.564 | Small repeatable RS1/read lift but under 1.2-point record bar. Full colour+gray read ties record. Class sep 0.532 vs colour 0.550; ED 15.3 vs 13.0; fork collapses 0.044 vs 0.258. sq/abs weaker. Pod stopped, artifacts C:/workspace/union_pod."}},{"first_score_seen":null,"group":"probes","id":"P93","label":"Astra: what the shapes represent (H3 folds, H4 edge-likeness, H5 ablation) on four RS0 banks vs shuffled-image nulls","link":"","note":"astra_shape_meaning.py; C:/workspace/shape_meaning; 2026-09-18","parents":["P92"],"result":"folds track image top-bottom/left-right mass on MNIST (0.32/0.21), barely on CIFAR (0.07/0.06); axis follows local gradient orientation weakly everywhere (0.12-0.20); separating codons are the oriented ones on MNIST (0.56-0.59) and only after shape evolution on CIFAR (0.25 vs 0.04 record); the read uses vertical extent (Iyy) and top-bottom fold most, left-right structure not at all","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"P93 | Astra: what the shapes represent (H3 folds, H4 edge-likeness, H5 ablation) on four RS0 banks vs shuffled-image nulls | folds track image top-bottom/left-right mass on MNIST (0.32/0.21), barely on CIFAR (0.07/0.06); axis follows local gradient orientation weakly everywhere (0.12-0.20); separating codons are the oriented ones on MNIST (0.56-0.59) and only after shape evolution on CIFAR (0.25 vs 0.04 record); the read uses vertical extent (Iyy) and top-bottom fold most, left-right structure not at all | astra_shape_meaning.py; C:/workspace/shape_meaning; 2026-09-18"}},{"first_score_seen":0.146,"group":"probes","id":"P92","label":"Astra: WHOLE-PIPELINE NOISE NULL of the phi composite: RS0 evolved on noise10 (record recipe), 31 phi lifts + evolved RS1 over it, same frame, same class assignment","link":"","note":"maps crossphi_noise31 and crossphi_random31 live on /radial-phi; tooltip and class-colour fixes shipped to radial_phi.js 2026-09-18","parents":["P91"],"result":"noise31: position kNN 0.146 (perm null 0.103, majority 0.124), no lobes (split 0.011), class-mean separation 0.066, eff dim 500 (isotropic). CIFAR evolved 0.530 / split 0.193 / ED 17.5; CIFAR random-RS1 0.467 / 0.045 / 35. The shapes are the data's, not the pipeline's; maps crossphi_noise31 and crossphi_random31 published on /radial-phi","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"P92 | Astra: WHOLE-PIPELINE NOISE NULL of the phi composite: RS0 evolved on noise10 (record recipe), 31 phi lifts + evolved RS1 over it, same frame, same class assignment | noise31: position kNN 0.146 (perm null 0.103, majority 0.124), no lobes (split 0.011), class-mean separation 0.066, eff dim 500 (isotropic). CIFAR evolved 0.530 / split 0.193 / ED 17.5; CIFAR random-RS1 0.467 / 0.045 / 35. The shapes are the data's, not the pipeline's; maps crossphi_noise31 and crossphi_random31 published on /radial-phi | maps crossphi_noise31 and crossphi_random31 live on /radial-phi; tooltip and class-colour fixes shipped to radial_phi.js 2026-09-18"}},{"first_score_seen":0.53,"group":"probes","id":"P90","label":"Astra: saddle test on the phi overlay neck (local quadratic, Hessian signs, 200 bootstraps) with the noise-null map as baseline; lobe class composition","link":"","note":"saddle_test.py; 2026-09-18","parents":["P01"],"result":"Saddle: dead (noise reproduces the opposite-sign Hessians; quadratic explains 0% of thickness). Lobes: animal-vs-vehicle split 0.19 vs 0.06 noise. POSITION kNN (10 classes, k=10): phi_overlay 0.530 vs permuted null 0.163; noise 0.122 vs 0.107; MNIST native 0.453 vs 0.102: the arrangement of the cloud carries 10-class structure 3x its null","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"P90 | Astra: saddle test on the phi overlay neck (local quadratic, Hessian signs, 200 bootstraps) with the noise-null map as baseline; lobe class composition | Saddle: dead (noise reproduces the opposite-sign Hessians; quadratic explains 0% of thickness). Lobes: animal-vs-vehicle split 0.19 vs 0.06 noise. POSITION kNN (10 classes, k=10): phi_overlay 0.530 vs permuted null 0.163; noise 0.122 vs 0.107; MNIST native 0.453 vs 0.102: the arrangement of the cloud carries 10-class structure 3x its null | saddle_test.py; 2026-09-18"}},{"first_score_seen":0.5216,"group":"AK","id":"AK05","label":"Selection shape read: every class scored on the union of each class's 60 most separating codons (weight-free, re-measured every 250 rounds); CIFAR 38k rows","link":"","note":"per-class codon sets are not comparable across classes (read 0.25); the union is. Selection is the lever that lets the shape read use width; ledger 44 lines","parents":["AK04"],"result":"k2 width 150: TEST 0.5216 / 0.5125 vs parent 0.4844 / 0.4769 (+3.7 / +3.6, both seeds over the 2-pt bar); seed 0 passes the record RS0 alone (0.5164) with 250 label-free codons vs 720 labeled. k1 width 720: 0.4664 / 0.4846 vs w1 0.4196 / 0.4360 (+4.7 / +4.9), ceiling 0.66","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK05 | Selection shape read: every class scored on the union of each class's 60 most separating codons (weight-free, re-measured every 250 rounds); CIFAR 38k rows | k2 width 150: TEST 0.5216 / 0.5125 vs parent 0.4844 / 0.4769 (+3.7 / +3.6, both seeds over the 2-pt bar); seed 0 passes the record RS0 alone (0.5164) with 250 label-free codons vs 720 labeled. k1 width 720: 0.4664 / 0.4846 vs w1 0.4196 / 0.4360 (+4.7 / +4.9), ceiling 0.66 | per-class codon sets are not comparable across classes (read 0.25); the union is. Selection is the lever that lets the shape read use width; ledger 44 lines"}},{"first_score_seen":0.4196,"group":"AK","id":"AK04","label":"Scaling axes on CIFAR 38k, single-field children of v5c2: RS0 width 720, RS1 width 300, rich shape (11 numbers), second composition level","link":"","note":"width raises the bank's ceiling and the unweighted shape read cannot follow it (dilution); next: per-class codon selection in the read, weight-free. Shape maps in Desktop/RadialSpace_canonical/map_*.png","parents":["AK03"],"result":"w1 RS0 720: 0.4196/0.4360 LOSE (ceiling 0.65); w2 RS1 300: 0.4968/0.4860 tie; s2 level 2: 0.4894/0.4873 tie (ceiling 0.58); s1 rich shape: 0.4979/0.5014 (+1.35/+2.45, mean +1.9, best CIFAR shape numbers)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK04 | Scaling axes on CIFAR 38k, single-field children of v5c2: RS0 width 720, RS1 width 300, rich shape (11 numbers), second composition level | w1 RS0 720: 0.4196/0.4360 LOSE (ceiling 0.65); w2 RS1 300: 0.4968/0.4860 tie; s2 level 2: 0.4894/0.4873 tie (ceiling 0.58); s1 rich shape: 0.4979/0.5014 (+1.35/+2.45, mean +1.9, best CIFAR shape numbers) | width raises the bank's ceiling and the unweighted shape read cannot follow it (dilution); next: per-class codon selection in the read, weight-free. Shape maps in Desktop/RadialSpace_canonical/map_*.png"}},{"first_score_seen":0.4435,"group":"AK","id":"AK03","label":"v5c shape read on CIFAR-10 (10k rows, then 38k rows, guard reporting)","link":"","note":"guard report changed nothing at 10k (+0.1); rows moved shape +2.4/+4.0","parents":["AK02"],"result":"10k rows: shape 0.4435/0.4521 vs tournament 0.3960 (all halted round 1000); 38k rows: shape 0.4844/0.4769 vs tournament 0.4155; probe 0.55-0.58; record RS0 alone 0.5164","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK03 | v5c shape read on CIFAR-10 (10k rows, then 38k rows, guard reporting) | 10k rows: shape 0.4435/0.4521 vs tournament 0.3960 (all halted round 1000); 38k rows: shape 0.4844/0.4769 vs tournament 0.4155; probe 0.55-0.58; record RS0 alone 0.5164 | guard report changed nothing at 10k (+0.1); rows moved shape +2.4/+4.0"}},{"first_score_seen":0.8829,"group":"AK","id":"AK02","label":"v5 shape read: codons emit map geometry (centroid, axis, elongation, folds), read = per-class median shape prototypes, no weights; MNIST 10k","link":"","note":"the shape read stops the memorisation the tally caused; RS1 shapes more oriented and folded than RS0","parents":["AK01"],"result":"TEST 0.8829/0.8804/0.8711 vs tournament 0.8245/0.8228 same machine and seeds (+5.5 every seed); no guard breach in 20k rounds; probe 0.934-0.942 (gap 5-6 vs 10-11)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AK02 | v5 shape read: codons emit map geometry (centroid, axis, elongation, folds), read = per-class median shape prototypes, no weights; MNIST 10k | TEST 0.8829/0.8804/0.8711 vs tournament 0.8245/0.8228 same machine and seeds (+5.5 every seed); no guard breach in 20k rounds; probe 0.934-0.942 (gap 5-6 vs 10-11) | the shape read stops the memorisation the tally caused; RS1 shapes more oriented and folded than RS0"}},{"first_score_seen":0.8328,"group":"AK","id":"AK01","label":"Canonical baseline rs_baseline_mnist.yaml (joint evolution, tournament read, invariance gate), MNIST 10k rows","link":"","note":"machine effect pod vs local -0.9 pt; variants v1 guard-report tie, v2 fit20k +2.1 (candidate), v3 frozen tie, v4 ep4 tie. Harness scripts_live/stage/rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl","parents":["AJ06"],"result":"TEST baseline 0.8328/0.8325/0.8036/0.7907 (local s0,s1; pod s2,s3), pod s0/s1 0.8245/0.8228; frozen_rs0 control 0.8355/0.8223/0.8123; random-bank null 0.7791; probe 0.93-0.94; every run halted on the 4-pt fit-val guard","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-18","visual":{"node_color_status":"null","visible_text":"AK01 | Canonical baseline rs_baseline_mnist.yaml (joint evolution, tournament read, invariance gate), MNIST 10k rows | TEST baseline 0.8328/0.8325/0.8036/0.7907 (local s0,s1; pod s2,s3), pod s0/s1 0.8245/0.8228; frozen_rs0 control 0.8355/0.8223/0.8123; random-bank null 0.7791; probe 0.93-0.94; every run halted on the 4-pt fit-val guard | machine effect pod vs local -0.9 pt; variants v1 guard-report tie, v2 fit20k +2.1 (candidate), v3 frozen tie, v4 ep4 tie. Harness scripts_live/stage/rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl"}},{"first_score_seen":null,"group":"AI","id":"AI14","label":"Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width","link":"","note":"pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all","parents":["AK04"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-18","visual":{"node_color_status":"running","visible_text":"AI14 | Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width | pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all"}},{"first_score_seen":0.8245,"group":"AI","id":"AI12","label":"Claude: SHAPE read (rs2.mode shape: codons emit map geometry, per-class median shape prototypes, no weights) in the canonical loop; MNIST 3 seeds; CIFAR 10k and 38k rows","link":"","note":"v5_shape.yaml, v5c/v5c1/v5c2 children; structure-read diagnostics: kNN over map stacks 0.96 = raw-pixel kNN 0.963 (maps make the problem linear, not nearer); geometry-only prototype read 0.81 vs vote 0.42","parents":["AI11","AI09"],"result":"MNIST smoke 0.8245 at 200 rounds (probe 0.935); CIFAR 10k: shape 0.4435/0.4521 vs tournament 0.3960; CIFAR 38k rows 20k rounds: shape 0.4844/0.4769 vs tournament 0.4155 (+6.9/+6.1), linear ceiling 0.57; record RS0 alone 0.5164","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AI12 | Claude: SHAPE read (rs2.mode shape: codons emit map geometry, per-class median shape prototypes, no weights) in the canonical loop; MNIST 3 seeds; CIFAR 10k and 38k rows | MNIST smoke 0.8245 at 200 rounds (probe 0.935); CIFAR 10k: shape 0.4435/0.4521 vs tournament 0.3960; CIFAR 38k rows 20k rounds: shape 0.4844/0.4769 vs tournament 0.4155 (+6.9/+6.1), linear ceiling 0.57; record RS0 alone 0.5164 | v5_shape.yaml, v5c/v5c1/v5c2 children; structure-read diagnostics: kNN over map stacks 0.96 = raw-pixel kNN 0.963 (maps make the problem linear, not nearer); geometry-only prototype read 0.81 vs vote 0.42"}},{"first_score_seen":0.457,"group":"AI","id":"AI11","label":"Astra: weight-free STRUCTURAL reads on the MNIST label-free RS0 (600 codons): class prototypes, nearest neighbours in vote space, with/without pairwise products; vs argmax read and probe","link":"","note":"astra_struct_reads.py, CPU; seed 12 and with-spaces running","parents":["AI08","AI09"],"result":"two seeds, test: argmax 0.457/0.466; prototype mean 0.794/0.802; kNN k=5 0.894/0.890; kNN5+pairs 0.906/0.889; probe 0.946/0.932. Pattern read 4-5 pts under the probe, 9-10 above the tournament level, no weights (memory of the 10k search rows)","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AI11 | Astra: weight-free STRUCTURAL reads on the MNIST label-free RS0 (600 codons): class prototypes, nearest neighbours in vote space, with/without pairwise products; vs argmax read and probe | two seeds, test: argmax 0.457/0.466; prototype mean 0.794/0.802; kNN k=5 0.894/0.890; kNN5+pairs 0.906/0.889; probe 0.946/0.932. Pattern read 4-5 pts under the probe, 9-10 above the tournament level, no weights (memory of the 10k search rows) | astra_struct_reads.py, CPU; seed 12 and with-spaces running"}},{"first_score_seen":0.8328,"group":"AI","id":"AI09","label":"Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights","link":"","note":"Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending","parents":["AI08"],"result":"baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-18","visual":{"node_color_status":"record","visible_text":"AI09 | Canonical baseline (Payton's frozen yaml rs_baseline_mnist, hash 797bd5ca1380): joint evolution RS0+RS1+read, MNIST 10k, fit-val guard 4 pts, no fitted weights | baseline 6 seeds: local 0.8328/0.8325, pod 0.8036/0.7907/0.8245/0.8228; mean 0.818 sd 0.017; frozen_rs0 3 seeds 0.823 tie; null 0.7791; probe ceilings 0.918-0.939; guard halts at 1k-15k rounds; pod reads ~0.9 pt under local on the same seed | Claude's rs_baseline.py; ledger Desktop/RadialSpace_canonical/ledger.jsonl; local vs pod seeds differ 3-4 pts, unresolved; frozen_rs0 s1 pending"}},{"first_score_seen":0.568,"group":"radial_phi","id":"AG14","label":"Astra: CIFAR-10 GRAYSCALE composite over all 31 phi activations (RS0 evolved on grayscale by the record recipe, 31 lifts + evolved RS1, same frame as the colour composite) for a side-by-side colour vs grayscale RS0 codon comparison","link":"","note":"run_gray_composite_astra.sh on astra-gray3 (~50 min GPU); picture composite_colour_vs_gray.png","parents":["AG","P92"],"result":"gray31 composite: position kNN 0.568 (perm null 0.18), fork 0.146, class-mean separation 0.417, eff dim 18.6 vs colour phi_overlay 0.530 / 0.193 / 0.480 / 17.5. Grayscale RS0 fits 0.70-0.82 per class. Grayscale keeps the ten-class arrangement (slightly purer) but loses part of the animal/vehicle fork; bird and cat nearly vanish from the class assignment (2% of codons each vs 5-6% colour). Map crossphi_gray31 on /radial-phi","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-18","visual":{"node_color_status":"gain","visible_text":"AG14 | Astra: CIFAR-10 GRAYSCALE composite over all 31 phi activations (RS0 evolved on grayscale by the record recipe, 31 lifts + evolved RS1, same frame as the colour composite) for a side-by-side colour vs grayscale RS0 codon comparison | gray31 composite: position kNN 0.568 (perm null 0.18), fork 0.146, class-mean separation 0.417, eff dim 18.6 vs colour phi_overlay 0.530 / 0.193 / 0.480 / 17.5. Grayscale RS0 fits 0.70-0.82 per class. Grayscale keeps the ten-class arrangement (slightly purer) but loses part of the animal/vehicle fork; bird and cat nearly vanish from the class assignment (2% of codons each vs 5-6% colour). Map crossphi_gray31 on /radial-phi | run_gray_composite_astra.sh on astra-gray3 (~50 min GPU); picture composite_colour_vs_gray.png"}},{"first_score_seen":0.6443,"group":"rs2","id":"RG03u","label":"RG03 depth-layer unions: two depth seeds 0.6443, three depth layers 0.6456 TEST (record)","link":"","note":"","parents":["RG03"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03u | RG03 depth-layer unions: two depth seeds 0.6443, three depth layers 0.6456 TEST (record)"}},{"first_score_seen":0.65,"group":"rs2","id":"RG03e","label":"RG03e margin depth layer over the three-seed Z31 union: 0.6500 TEST (record) vs input 0.6425","link":"","note":"","parents":["RG03","SB01"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03e | RG03e margin depth layer over the three-seed Z31 union: 0.6500 TEST (record) vs input 0.6425"}},{"first_score_seen":0.6423,"group":"rs2","id":"RG03","label":"RG03 margin depth layer over the two-seed Z31 union: 0.6423 TEST (record) vs input 0.6316 / one-seed depth 0.6312","link":"","note":"battery wave 1, 2026-09-16 23:55 UTC","parents":["RG02","Z31s"],"result":"","status":"record","status_meaning":"confirmed current or historical record / high-water mark","timestamp":"2026-09-17","visual":{"node_color_status":"record","visible_text":"RG03 | RG03 margin depth layer over the two-seed Z31 union: 0.6423 TEST (record) vs input 0.6316 / one-seed depth 0.6312 | battery wave 1, 2026-09-16 23:55 UTC"}},{"first_score_seen":null,"group":"activation","id":"PN","label":"PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued","link":"","note":"2-GPU pod s4stvf, 2026-09-17 02:15 UTC","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"PN | PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued | 2-GPU pod s4stvf, 2026-09-17 02:15 UTC"}},{"first_score_seen":null,"group":"rs1","id":"CE","label":"CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py","link":"","note":"","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"CE | CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py"}},{"first_score_seen":0.8126,"group":"AJ","id":"AJ06","label":"Probe ceiling diagnostic on the v3 banks (MNIST 10k): our E8K9 median read vs a fitted ridge probe on the same votes","link":"","note":"the read, not the bank, is the bottleneck: 12-14 pts unextracted; the invariance gate's +16 under our read is +1-3 under the probe; RS1 adds +0.4-1.5 probe. Labels used as measurement only. lc_probe.py","parents":["AJ05"],"result":"RS0: our read 0.8126/0.7753/0.8319 test vs probe 0.9316/0.9130/0.9484; RS0+exp1: 0.8227/0.7938/0.8476 vs 0.9357/0.9277/0.9498; random codons same size: 0.5950/0.5721/0.6384 vs 0.9068/0.9050/0.9438","status":"gain","status_meaning":"completed with a useful gain","timestamp":"2026-09-17","visual":{"node_color_status":"gain","visible_text":"AJ06 | Probe ceiling diagnostic on the v3 banks (MNIST 10k): our E8K9 median read vs a fitted ridge probe on the same votes | RS0: our read 0.8126/0.7753/0.8319 test vs probe 0.9316/0.9130/0.9484; RS0+exp1: 0.8227/0.7938/0.8476 vs 0.9357/0.9277/0.9498; random codons same size: 0.5950/0.5721/0.6384 vs 0.9068/0.9050/0.9438 | the read, not the bank, is the bottleneck: 12-14 pts unextracted; the invariance gate's +16 under our read is +1-3 under the probe; RS1 adds +0.4-1.5 probe. Labels used as measurement only. lc_probe.py"}},{"first_score_seen":0.8113,"group":"AJ","id":"AJ05","label":"LC stack v3: invariance gate on the expansion too (novel AND survives shift/rot/occlusion), MNIST 10k rows, 3 seeds","link":"","note":"v4 (experts from raw codons only, no experts of experts) was launched and killed 2 minutes in when Payton stopped the day; not run","parents":["AJ04"],"result":"3 seeds TEST 0.8113 / 0.8115 / 0.8292 vs labels-on-RS0-alone 0.8339 / 0.8017 / 0.8511 (1 of 3 above control). Val: pair 1 +1.75 / +2.45 / +0.6 over RS0 alone with 118 / 133 expansion members picked, then flat or down (medians of medians in later compresses)","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ05 | LC stack v3: invariance gate on the expansion too (novel AND survives shift/rot/occlusion), MNIST 10k rows, 3 seeds | 3 seeds TEST 0.8113 / 0.8115 / 0.8292 vs labels-on-RS0-alone 0.8339 / 0.8017 / 0.8511 (1 of 3 above control). Val: pair 1 +1.75 / +2.45 / +0.6 over RS0 alone with 118 / 133 expansion members picked, then flat or down (medians of medians in later compresses) | v4 (experts from raw codons only, no experts of experts) was launched and killed 2 minutes in when Payton stopped the day; not run"}},{"first_score_seen":0.8014,"group":"AJ","id":"AJ04","label":"LC stack v2: compress may pick RS0 codons, RS0 grown to 300 invariant codons, MNIST 10k rows","link":"","note":"invariance-gated RS0 is real material (+16 pts over random codons); novelty expansion is not (labels pick 81, then 0, 13, 3 of its codons)","parents":["AJ03"],"result":"TEST 0.8014 vs 0.8305 labels on RS0 alone; val 0.8090 -> 0.8170 (+0.8, 81 of 720 members from the expansion) -> 0.8135 -> 0.7975 -> 0.7790; null 0.6277 vs 0.6714","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ04 | LC stack v2: compress may pick RS0 codons, RS0 grown to 300 invariant codons, MNIST 10k rows | TEST 0.8014 vs 0.8305 labels on RS0 alone; val 0.8090 -> 0.8170 (+0.8, 81 of 720 members from the expansion) -> 0.8135 -> 0.7975 -> 0.7790; null 0.6277 vs 0.6714 | invariance-gated RS0 is real material (+16 pts over random codons); novelty expansion is not (labels pick 81, then 0, 13, 3 of its codons)"}},{"first_score_seen":0.5076,"group":"AJ","id":"AJ03","label":"LC stack v1: labels in COMPRESS only, expansion by novelty, RS0 = invariance-gated (shift, rot 20, occlusion), MNIST 10k rows","link":"","note":"compress pool excluded RS0, so it had to build from novelty codons: the stack fell below its own floor","parents":["AJ02"],"result":"TEST 0.5076 after 4 pairs vs 0.7366 labels on RS0 alone; random-RS0 null 0.2598 vs 0.6714","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ03 | LC stack v1: labels in COMPRESS only, expansion by novelty, RS0 = invariance-gated (shift, rot 20, occlusion), MNIST 10k rows | TEST 0.5076 after 4 pairs vs 0.7366 labels on RS0 alone; random-RS0 null 0.2598 vs 0.6714 | compress pool excluded RS0, so it had to build from novelty codons: the stack fell below its own floor"}},{"first_score_seen":null,"group":"AJ","id":"AJ02","label":"Unlabeled expand/compress stack over the label-free RS0, full 40k rows on a 96 GB card (killed at pair 2)","link":"","note":"dimension set by cap and block size, not by the data; stopped by Payton to redesign at small scale","parents":["AJ01"],"result":"RS0 eff dim 4,528; EXPAND +3,254 codons to the 9,000 cap (eff dim 6,793, 0.7 per codon); COMPRESS 9,000 to 1,000 blocks (eff dim 949); EXPAND re-inflated at 1 dim per codon; no label read taken","status":"null","status_meaning":"completed without beating the relevant control","timestamp":"2026-09-17","visual":{"node_color_status":"null","visible_text":"AJ02 | Unlabeled expand/compress stack over the label-free RS0, full 40k rows on a 96 GB card (killed at pair 2) | RS0 eff dim 4,528; EXPAND +3,254 codons to the 9,000 cap (eff dim 6,793, 0.7 per codon); COMPRESS 9,000 to 1,000 blocks (eff dim 949); EXPAND re-inflated at 1 dim per codon; no label read taken | dimension set by cap and block size, not by the data; stopped by Payton to redesign at small scale"}}],"node_count":355,"running":[{"first_score_seen":null,"group":"readouts","id":"V4","label":"V4 lean relational grammar (diff, disp, corr, prod) all-class E16 bank (pod lane)","link":"","note":"Claude update 01:37 UTC: diff/disp/corr/prod only, all-class E8; last pairs landing, readout expected shortly.","parents":["V"],"result":"running: lean grammar all-class E8, 37/45 pairs done; readout pending","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V4 | V4 lean relational grammar (diff, disp, corr, prod) all-class E16 bank (pod lane) | running: lean grammar all-class E8, 37/45 pairs done; readout pending | Claude update 01:37 UTC: diff/disp/corr/prod only, all-class E8; last pairs landing, readout expected shortly."}},{"first_score_seen":null,"group":"rs2","id":"V7a","label":"V7a depth stack: 3 layers x 90 parts over the all-class E16 vocabulary, seed 20260911 (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7a | V7a depth stack: 3 layers x 90 parts over the all-class E16 vocabulary, seed 20260911 (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs2","id":"V7b","label":"V7b depth stack, seed 20260912 (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7b | V7b depth stack, seed 20260912 (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs2","id":"V7c","label":"V7c depth stack, thin: 4 layers x 45 parts (claude)","link":"","note":"pod j (secure Blackwell), 01:37 UTC","parents":["V7"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"V7c | V7c depth stack, thin: 4 layers x 45 parts (claude) | pod j (secure Blackwell), 01:37 UTC"}},{"first_score_seen":null,"group":"rs1","id":"AF01","label":"4x E2 RS0 seeds -> RS1","link":"","note":"Active pod has E2 microbank seed builds in progress; AF01 reads 4xE2 -> RS1 when seeds finish.","parents":["AF"],"result":"running","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF01 | 4x E2 RS0 seeds -> RS1 | running | Active pod has E2 microbank seed builds in progress; AF01 reads 4xE2 -> RS1 when seeds finish."}},{"first_score_seen":null,"group":"rs1","id":"AF03","label":"2x E4 RS0 seeds -> RS1","link":"","note":"2xE4 arm uses existing/new E4 microbanks then one RS1; running/queued on same lane.","parents":["AF"],"result":"control/arm in progress","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF03 | 2x E4 RS0 seeds -> RS1 | control/arm in progress | 2xE4 arm uses existing/new E4 microbanks then one RS1; running/queued on same lane."}},{"first_score_seen":null,"group":"rs1","id":"AF04","label":"E8 control compressed -> RS1","link":"","note":"Matched single E8 Z31 control through same RS1 composer path; currently on GPU0.","parents":["AF"],"result":"composer running","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"AF04 | E8 control compressed -> RS1 | composer running | Matched single E8 Z31 control through same RS1 composer path; currently on GPU0."}},{"first_score_seen":null,"group":"rs1","id":"BAT","label":"BAT. The monster battery (168 tests, 5 waves, Payton 2026-09-16 20:52): wave 1 = 46 screens + RG01/RG02/SB01/WC01 on 3 pods, launched 22:55 UTC","link":"","note":"results per test post to OAIX from the watcher; builds on Desktop/RadialSpace_tests_2026-09-16","parents":["Z31"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-16","visual":{"node_color_status":"running","visible_text":"BAT | BAT. The monster battery (168 tests, 5 waves, Payton 2026-09-16 20:52): wave 1 = 46 screens + RG01/RG02/SB01/WC01 on 3 pods, launched 22:55 UTC | results per test post to OAIX from the watcher; builds on Desktop/RadialSpace_tests_2026-09-16"}},{"first_score_seen":null,"group":"activation","id":"PN","label":"PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued","link":"","note":"2-GPU pod s4stvf, 2026-09-17 02:15 UTC","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"PN | PN. Native phi activation maps (Payton 2026-09-17 02:02: the replayed cross-dataset maps were wrong): per dataset, RS0 evolved natively (record recipe) then the phi sweep over it, map in the dataset's own frame. noise10, MNIST, KMNIST, Fashion-MNIST, SVHN, CIFAR-100 coarse; fine queued | 2-GPU pod s4stvf, 2026-09-17 02:15 UTC"}},{"first_score_seen":null,"group":"rs1","id":"CE","label":"CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py","link":"","note":"","parents":["BAT"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-17","visual":{"node_color_status":"running","visible_text":"CE | CE. Contract and expand on the pods (Payton 2026-09-17 03:19): RS0 frozen (record bank for CIFAR-10, native banks for MNIST/KMNIST/FMNIST/SVHN/noise), RS1 evolves grid codons over the 10 medians + all 720 RS0 codon maps vs a random-codon control; E1=2; live viewer relay/ce_viewer.py"}},{"first_score_seen":null,"group":"AI","id":"AI14","label":"Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width","link":"","note":"pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all","parents":["AK04"],"result":"","status":"running","status_meaning":"currently running or actively watched","timestamp":"2026-09-18","visual":{"node_color_status":"running","visible_text":"AI14 | Claude: SELECTION read (each class scored on the union of every class's 60 most separating codons by prototype distance, re-measured every 250 rounds, no weights; rs2.select_k 0->60): k1 at RS0 width 720 (parent w1), k2 at parent width | pod genreg_sel (3x 4500); the fix for the width loss: select which codons the shape read sums instead of summing all"}}],"status_counts":{"gain":40,"note":53,"null":209,"planned":3,"record":39,"running":11}},"visual_semantics":{"edge_rule":"parents[] gives the incoming visual edges; child depends on parent","gain":"completed useful gain","note":"observation or branch note","null":"completed null/failure against control","planned":"staged/queued","record":"record/high-water node, visually emphasized","running":"active test"}}