[KongchangAI]
Unverified50% confidenceFactExact time

Agent evaluation differs from large model evaluation: large model evaluation usually gives a question and looks at the generated answer, whereas an Agent involves multi-step reasoning, tool calls and state transitions, so the object of evaluation changes from a single output to the entire execution trajectory.

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50%
Confidence
Long-term
Relevance
10/15/2026
First Seen

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