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Research link · L8 · corrects

P241 corrects P237

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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. English non-finalization is 0.2 for the original model and 0.05 for the APT4 model instead of 0.36 and 0.1.

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