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baa93963cfcbe404f71b7b9f898d31dbec3ce182
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vvsandClaude Opus 5 baa93963cf PREREG_flat_exp_limit outcome: ACCEPTED (server numbers equal to the smoke in every projection cell; 0 violations in the guaranteed family). 
Translation limit of the analogy (f shrank, x-scale did not -> m = inf):
  defect + remembered + point + exp        APS 2531  CHA 1972  both 4503
  G2 + defect + remembered + point + exp   APS 2588  CHA 1997  both 4585
  G2 + contra + remembered + point + exp   APS 2773  CHA 2073  both 4846
  Chandrupatla                             APS 2787  CHA 2441  both 5228
Per problem against Chandrupatla now SIGNIFICANT ON BOTH SETS: G2+contra+rem+pt+exp APS 98/18/37 p=1.5e-7, CHA 28/3/9 p=0.0026; defect+rem+pt+exp APS 86/20/47 p=9e-4, CHA 27/3/10 p=0.0076.
NOT where predicted: fun9 only -1..-3; the gain is on the flat families (x^9 177 -> 161, x^19 339 -> 167).
Server regression x2: 1179 passed, 1 failed = the paper-number check.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-09-21 18:44:23 +01:00
vvsandClaude Opus 5 08863c170c PREREG_flat_order_point outcome: ACCEPTED, and the GOAL is reached - below Chandrupatla on BOTH sets (server numbers, all projection cells equal to the smoke). 
Splitting in the flat regime at the point from the analogous pair's order (t = |FA|^(1/m) / (|FA|^(1/m) + |FB|^(1/m))) instead of the midpoint:
  G2 + analogy + order point         APS 2780  CHA 2221  both 5001   (P1-P4 all hold; vs Chandrupatla 2787 / 2441 / 5228)
  G2 + contra + remembered + point   APS 2775  CHA 2119  both 4894   (P3 fails by 2 against its midpoint twin)
  defect + remembered + point        APS 2532  CHA 2164  both 4696   (P3 fails by 2)
Flat fun3-6: 1234 -> 847 (analogy), 1151 -> 743 (remembered) - below pure bisection 1044 and Chandrupatla 1068.
Per problem on the wide set vs Chandrupatla now 20-24 wins / 13-17 losses (p 0.1-0.7, not significant); on the canonical set the edge is kept (95/20/38 p=8e-7).
Guarantee: 0 violations and >= 193 solved in every project/safe/credit cell.
Server regression x2: 1150 passed, 1 failed = the paper-number check.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-09-21 18:13:10 +01:00
vvsandClaude Opus 5 63cf9fb768 Comparative table of wins and losses (server numbers): five variants of the proposed rule against library Chandrupatla, Brent, TOMS748 - totals, per-problem sign tests, wide-bracket families. Server defcontra grid matches the smoke in every projection cell but one (defect+G2 CHA 3183 vs 3182). 
Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
 2026-09-21 16:00:05 +01:00