DeepSeek — Field Evidence
paperUnverified
DeepSeek · DeepSeek · praise
Field note
Beyond Resolved Rate: A Non-Functional Quality Study — Repository-level coding benchmarks typically measure progress in model capability by comparing the resolved rates of later and earlier models. However, this focus overlooks whether the non-functional quality of their generate
collected 2026-07-22original 2026-07-20
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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