Engineer once explained in detail why LLMs could never do math — 3 years later, that aged badly

dan_s_becker · x · 2026-10-28

dansbecker recalls a conversation from 2-3 years ago in which a software engineer argued in detail that LLMs could never be good at math because of probabilistic token sampling. The claim has since been thoroughly disproven by reasoning models' competition-level math performance — a neat time capsule of how fast AI assumptions expire.

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