Correction: newer model gets worse on the extreme-hard tail, pass@5 crossover predicted

teortaxesTex · x · 2026-10-31

A technical self-correction on a model eval analysis: the pass@1 shift (9.83%→7.11%) applies to tasks below 50% success, not below 10%; p<10% moved 2.37%→3.16% and p<0.1% moved 0.071%→0.47%. More importantly, the author flipped the sign on the tail direction: per their beta distributions, the 0910 model would 'never solve' (p<0.001) 1 of 1507 problems versus 7 for 1017 — meaning the newer model is worse on the extreme-hard tail, possibly due to entropy loss or distillation. This implies 0911 has higher pass@n with a crossover around pass@5, which the author notes is checkable.

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