Research link · L5 · corrects
P238 corrects P234
Run 1 used 700 generated tokens per step, which cut the original model's code after its <think> preamble, and a rule that ignored a FINAL answer given in a turn with code even after earlier code had run, which kept the APT4 model's grounded Polish answers from ending its trajectories. Run 2 fixed both (Amendments 2 and 3) and regenerated every trajectory. The pooled gap is 0.025 [-0.055, 0.105] instead of 0.125 [0.035, 0.215].
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