Auto-Formalizing a 76-Page Paper With Opus 5 High Would Take ~40 Days

kfountou · x · 2026-09-19

A researcher estimates that auto-formalizing a 76-page computational learning theory paper on discrete finite automata with Opus 5 High would take about 40 days, excluding verification time. Verdict: not better than a senior PhD student, but clearly better than a first-year one — auto-formalization remains slow.

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