DeepSeek — Field Evidence
paperUnverified
DeepSeek · DeepSeek · praise
Field note
Agent Step Value: State-Transition Measurement with State-Grounded LLM Evaluators — Most agent evaluations collapse a multi-step trace into a final answer, a success flag, or a trajectory-level score. These aggregates obscure the diagnostic question developers need most: which ac
collected 2026-07-07original 2026-07-05
Does this shift the US–China race?
Be the first to call it
Impact on the index
Model launch · minor
China +25
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
Be the first to file a report.