DeepSeek — Field Evidence
paperUnverified
DeepSeek · DeepSeek · complaint
Field note
Though Language Models Err While They Strive: Conformal Prediction for Self-Correcting Scientific Generation — Large language models frequently violate fundamental scientific principles when generating technical content, undermining their reliability in scientific applications. W
collected 2026-07-21original 2026-07-18
Does this shift the US–China race?
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Impact on the index
Usage limits · minor
China -12
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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