Your job as a scientist is disproving your own results: baselines, leakage, reward hacking

tw_killian · x · 2026-11-04

A widely shared research-methodology rant: before celebrating a rising line, check for undertuned baselines, data leakage, reward hacking, prompt-format bugs in baselines, whether the benchmark measures what you claim, and whether your method just uses more compute—miss one and 'you become a clown.'

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