Opinion: Applying $100k of frontier compute beats decades of manual search

littmath · x · 2026-08-17

A retweet and discussion sparked by a comment about a mathematical result relying on recent breakthroughs. The cited comment highlights an interesting insight: applying roughly $100k of frontier model compute to a problem with verifiers outperforms decades of human-directed search, even with minimal domain knowledge from the prompter. This underscores the potential of compute-intensive methods over traditional manual approaches.

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