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Penalties: unfinished trajectories, bad format
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Penalties: unfinished trajectories, bad format
Ablation lab (Module 13, L13.4): every arm has a correct answer and only the honest arm has a good process. Seed 44, format penalty -0.4, unfinished penalty -0.6, brevity bonus +0.15, 160 updates and 200 evals. FULL prints outcome 0.99 and good reasoning 0.98. Removing the format penalty leaves outcome at 0.99 and drops good reasoning to 0.23. Removing the unfinished penalty raises outcome to 1.14 and drops good reasoning to 0.04, because the brevity bonus is no longer cancelled. One penalty comes off at a time. In-memory only; scripted arms, no threads or provider call.
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