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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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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_direction.txt
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sweep: 126 configurations x 199 problems (FULL)
10/126 done, 0s elapsed
20/126 done, 1s elapsed
30/126 done, 1s elapsed
40/126 done, 1s elapsed
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wrote sweep_direction.json (4s total)
====================================================================================
APS: 154 problems (top 20 of 126)
====================================================================================
configuration solved total fev over 2x
------------------------------------------------------------------------------------
pure+dissim+slope.ratio.derived3.none 153/154 2726 0
pure+dissim+slope.ratio.derived3.project 153/154 2726 0
pure+dissim+slope.ratio.derived3.step 153/154 3123 0
pure+dissim+slope.ratio.derived3.safe 153/154 3123 0
pure+dissim+slope.ratio.derived.none 153/154 3232 0
pure+dissim+slope.ratio.derived.project 153/154 3232 0
pure+dissim+slope.ratio.derived.step 153/154 3233 0
pure+dissim+slope.ratio.derived.safe 153/154 3233 0
pure+dissim+slope.rational.derived3.step 153/154 3281 0
pure+dissim+slope.rational.derived3.safe 153/154 3281 0
pure+dissim+slope.exp_abs.derived3.none 153/154 3358 0
pure+dissim+slope.exp_abs.derived3.project 153/154 3358 0
pure+dissim+slope.exp_abs.derived.project 153/154 3401 0
pure+dissim+slope.exp_abs.derived.none 153/154 3401 0
pure+dissim+slope.rational.derived3.none 153/154 3403 0
pure+dissim+slope.rational.derived3.project 153/154 3403 0
pure+dissim+slope.exp_abs.derived3.step 153/154 3461 0
pure+dissim+slope.exp_abs.derived3.safe 153/154 3461 0
pure+dissim+slope.rational.derived.none 153/154 3476 0
pure+dissim+slope.rational.derived.project 153/154 3476 0
====================================================================================
CHA: 45 problems (top 20 of 126)
====================================================================================
configuration solved total fev over 2x
------------------------------------------------------------------------------------
pure+dissim+slope.ratio.derived3.step 40/45 2683 0
pure+dissim+slope.ratio.derived3.safe 40/45 2683 0
pure+dissim+slope.exp_abs.derived3.step 40/45 2739 0
pure+dissim+slope.exp_abs.derived3.safe 40/45 2739 0
pure+dissim+slope.ratio.derived3.none 40/45 2785 0
pure+dissim+slope.ratio.derived3.project 40/45 2785 0
pure+dissim+slope.exp_abs.derived3.none 40/45 2803 0
pure+dissim+slope.exp_abs.derived3.project 40/45 2803 0
pure+dissim+slope.rational.derived3.step 40/45 2822 0
pure+dissim+slope.rational.derived3.safe 40/45 2822 0
pure+dissim+slope.cbrt.derived.step 40/45 2933 0
pure+dissim+slope.cbrt.derived.safe 40/45 2933 0
pure+dissim+slope.cbrt.derived.credit 40/45 2978 0
pure+dissim+slope.ratio.derived3.credit 40/45 3002 0
pure+dissim+slope.ratio_soft.derived3.credit 40/45 3046 0
pure+dissim+slope.ratio_soft.derived.credit 40/45 3050 0
pure+dissim+slope.rational.derived3.none 40/45 3053 0
pure+dissim+slope.rational.derived3.project 40/45 3053 0
pure+dissim+slope.ratio_soft.derived3.both 40/45 3054 0
pure+dissim+slope.ratio_soft.derived3.step 40/45 3075 0
====================================================================================
THE STAGE-0C LAW ACROSS THE GRID
====================================================================================
scale=derived slope c=1 (linear) mean total 6581 mean solved 193.0/199
scale=derived slope c=0 (quadratic) mean total 15182 mean solved 193.0/199
scale=derived3 slope c=1 (linear) mean total 6036 mean solved 193.0/199
scale=derived3 slope c=0 (quadratic) mean total 14974 mean solved 193.0/199