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similarity in two more places MEASURED: triple by shape gives APS 2527 — below the published 2806 and below EVERY baseline including chandrupatla 2785 — and far-end by dissimilarity gives CHA 2683 (the ITP target met) with 5511 over both sets (project target 6026 beaten, ITP-oracle 5871 passed). Guarantee intact everywhere, 193/199. Neither mode is inert (38.6% / 26.9% of steps changed). A+B do NOT compose: 2884/2859 is worse than either alone — select, never weight, and never assume composability

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Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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vvs
2026-09-20 23:45:55 +01:00
co-authored by Claude Opus 5
parent 04ee5c89b9
commit 22f19c57f0
10 changed files with 342 additions and 3 deletions
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results_sweep_combo.txt
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sweep: 63 configurations x 199 problems (FULL)
10/63 done, 0s elapsed
20/63 done, 1s elapsed
30/63 done, 1s elapsed
40/63 done, 1s elapsed
50/63 done, 1s elapsed
60/63 done, 2s elapsed
63/63 done, 2s elapsed
wrote sweep_combo.json (2s total)
====================================================================================
APS: 154 problems (top 20 of 63)
====================================================================================
configuration solved total fev over 2x
------------------------------------------------------------------------------------
pure+shape+dissim+slope.ratio.derived3.step 153/154 2884 0
pure+shape+dissim+slope.ratio.derived3.safe 153/154 2884 0
pure+shape+dissim+slope.ratio.derived3.none 153/154 2941 0
pure+shape+dissim+slope.ratio.derived3.project 153/154 2941 0
pure+shape+dissim+slope.exp_abs.derived3.none 153/154 3286 0
pure+shape+dissim+slope.exp_abs.derived3.project 153/154 3286 0
pure+shape+dissim+slope.exp_abs.derived3.step 153/154 3313 0
pure+shape+dissim+slope.exp_abs.derived3.safe 153/154 3313 0
pure+shape+dissim+slope.rational.derived3.step 153/154 3481 0
pure+shape+dissim+slope.rational.derived3.safe 153/154 3481 0
pure+shape+dissim+slope.rational.derived3.none 153/154 3536 0
pure+shape+dissim+slope.rational.derived3.project 153/154 3560 0
pure+shape+dissim+slope.ratio.derived3.credit 153/154 4354 0
pure+shape+dissim+slope.exp_abs.derived3.credit 153/154 5204 0
pure+shape+dissim+slope.ratio.derived3.bracket 153/154 5274 0
pure+shape+dissim+slope.ratio.derived3.both 153/154 5329 0
pure+shape+dissim+slope.ratio_soft.derived3.none 153/154 5571 0
pure+shape+dissim+slope.ratio_soft.derived3.step 153/154 5571 0
pure+shape+dissim+slope.ratio_soft.derived3.project 153/154 5571 0
pure+shape+dissim+slope.ratio_soft.derived3.safe 153/154 5571 0
====================================================================================
CHA: 45 problems (top 20 of 63)
====================================================================================
configuration solved total fev over 2x
------------------------------------------------------------------------------------
pure+shape+dissim+slope.ratio.derived3.safe 40/45 2859 0
pure+shape+dissim+slope.ratio.derived3.step 40/45 2860 0
pure+shape+dissim+slope.exp_abs.derived3.step 40/45 2921 0
pure+shape+dissim+slope.exp_abs.derived3.safe 40/45 2921 0
pure+shape+dissim+slope.rational.derived3.step 40/45 2990 0
pure+shape+dissim+slope.rational.derived3.safe 40/45 2990 0
pure+shape+dissim+slope.ratio_soft.derived3.credit 40/45 3031 0
pure+shape+dissim+slope.ratio.derived3.credit 40/45 3037 0
pure+shape+dissim+slope.ratio_soft.derived3.both 40/45 3050 0
pure+shape+dissim+slope.exp_abs.derived3.credit 40/45 3084 0
pure+shape+dissim+slope.cbrt.derived3.credit 40/45 3091 0
pure+shape+dissim+slope.ratio_soft.derived3.step 40/45 3098 0
pure+shape+dissim+slope.ratio_soft.derived3.safe 40/45 3098 0
pure+shape+dissim+slope.ratio_soft.derived3.bracket 40/45 3107 0
pure+shape+dissim+slope.ratio.derived3.both 40/45 3110 0
pure+shape+dissim+slope.rational.derived3.credit 40/45 3121 0
pure+shape+dissim+slope.sqrt.derived3.credit 40/45 3121 0
pure+shape+dissim+slope.cosine.derived3.credit 40/45 3128 0
pure+shape+dissim+slope.exp_sq.derived3.credit 40/45 3130 0
pure+shape+dissim+slope.rat_sq.derived3.credit 40/45 3130 0
====================================================================================
THE STAGE-0C LAW ACROSS THE GRID
====================================================================================
scale=derived3 slope c=1 (linear) mean total 6150 mean solved 193.0/199
scale=derived3 slope c=0 (quadratic) mean total 15145 mean solved 193.0/199