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>
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2026-09-21 18:13:10 +01:00
co-authored by Claude Opus 5
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