DeepSeek — Field Evidence
paperUnverified
DeepSeek · DeepSeek · praise
Field note
Dictionaries, Not Darwin: Set-Level Selection Beats LLM Evolution in Scientific Equation Discovery — Large language models are increasingly used as evolutionary engines for scientific discovery: generate candidates, select winners, feed them back as parents, and repeat. We audit
collected 2026-07-07original 2026-07-05
Does this shift the US–China race?
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Impact on the index
Benchmark win · minor
China +30US -7
Directional contribution — before recency decay and per-type diminishing returns. How it works →
Related Front
US vs ChinaLikely
U.S. FrontiervsChina Open-Weight
Likely — capability gap narrowing on common tasks
Letters from the Front
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