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DeepSeek — Field Evidence

paperUnverified
DeepSeek · DeepSeek · complaint
Field note
Knowledge Distillation for Automated AI Tutor Evaluation — The rapid integration of Large Language Models (LLMs) into K-12 and higher education has outpaced the development of reliable methods for evaluating their pedagogical quality. As the research community starts to explore t
collected 2026-07-14original 2026-07-12

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 →
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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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