Claude Code + Codex re-tested 8 famous research findings overnight — only 1 held up

beglen · x · 2026-10-27

beglen had Claude Code + Codex re-test 8 famous research findings on newer data to the highest academic standards, completing all overnight with a publishable one-page infographic each. Before pulling any data, he wrote a short analysis plan per study (what to test, how, and what counts as holding up/weaker/failing/unclear) and committed it to a private GitHub repo for an independent timestamp. Verdict: 1 finding held up (with caveats), 1 weakly, 1 failed, 1 has mostly stopped being true, and 4 couldn't be settled either way — which he calls the honest headline: most of these effects were never as solid as claimed. A response to Ethan Mollick's suggestion.

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