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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== no G2
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flatanalogpt APS 2807->2807 CHA 2635->2338 flat 1238->958 P1 ✓ P2 ✓ P3 ✓ P4 ✓ GOAL no vsCh APS 87/24/42 CHA 21/4/15 p=0.41
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fun1:82 fun2:141 fun3:314 fun4:288 fun5:100 fun6:256 fun7:1000 fun8:52 fun9:105
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flatanalogmempt APS 2814->2814 CHA 2552->2119 flat 1151->743 P1 ✓ P2 ✓ P3 ✓ P4 ✓ GOAL no vsCh APS 87/24/42 CHA 23/4/13 p=0.13
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fun1:79 fun2:141 fun3:132 fun4:151 fun5:252 fun6:208 fun7:1000 fun8:52 fun9:104
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defect+flatanalogmempt APS 2530->2532 CHA 2561->2164 flat 1156->789 P1 ✓ P2 ✓ P3 ✗ P4 ✓ GOAL YES vsCh APS 86/20/47 CHA 20/3/17 p=0.74
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fun1:99 fun2:144 fun3:132 fun4:141 fun5:177 fun6:339 fun7:1000 fun8:57 fun9:75
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contra+flatanalogmempt APS 2792->2794 CHA 2537->2105 flat 1151->743 P1 ✓ P2 ✓ P3 ✗ P4 ✓ GOAL no vsCh APS 90/23/40 CHA 22/4/14 p=0.24
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fun1:89 fun2:141 fun3:132 fun4:151 fun5:252 fun6:208 fun7:1000 fun8:52 fun9:80
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== G2
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flatanalogpt APS 2780->2780 CHA 2625->2221 flat 1234->847 P1 ✓ P2 ✓ P3 ✓ P4 ✓ GOAL YES vsCh APS 95/20/38 CHA 24/3/13 p=0.099
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fun1:82 fun2:146 fun3:230 fun4:261 fun5:100 fun6:256 fun7:1000 fun8:52 fun9:94
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flatanalogmempt APS 2787->2787 CHA 2548->2117 flat 1152->747 P1 ✓ P2 ✓ P3 ✓ P4 ✓ GOAL no vsCh APS 95/20/38 CHA 23/3/14 p=0.19
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fun1:79 fun2:146 fun3:144 fun4:143 fun5:252 fun6:208 fun7:1000 fun8:52 fun9:93
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defect+flatanalogmempt APS 2587->2589 CHA 2564->2177 flat 1158->801 P1 ✓ P2 ✓ P3 ✗ P4 ✓ GOAL YES vsCh APS 85/20/48 CHA 20/2/18 p=0.87
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fun1:99 fun2:145 fun3:144 fun4:141 fun5:177 fun6:339 fun7:1000 fun8:57 fun9:75
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contra+flatanalogmempt APS 2773->2775 CHA 2548->2119 flat 1152->747 P1 ✓ P2 ✓ P3 ✗ P4 ✓ GOAL YES vsCh APS 98/18/37 CHA 22/3/15 p=0.32
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fun1:94 fun2:146 fun3:144 fun4:143 fun5:252 fun6:208 fun7:1000 fun8:52 fun9:80
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