GitHub's famous number says Copilot users finished a task 55% faster. A Harvard paper tracking 718 firms finds AI agents raised lines of code 30%, while finished work showed no statistically significant change.
GitHub, research blog post (7 Sep 2022); tested at firm level in a Harvard working paper (current version 4 Aug 2026). Recorded 13 October 2026. Our ruling means: literally true, materially misleading.
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“Using AI for just 10 minutes erodes your ability to persist at hard things”
TRUE, BUTBerkeley News (UC Berkeley), headline on a 9 Oct 2026 story about an arXiv preprint; reached the Hacker News front page
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