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📄 ResearchMay 21, 2026

Agentic CLEAR: Automating Multi-Level Evaluation of LLM Agents

Agentic systems are becoming more capable: agents define strategies, take actions, and interact with different environments. This autonomy poses serious challenges for overseeing and assessing agent behavior. Most current tools are limited, focusing on observability with basic evaluation capabilitie...

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Source

http://arxiv.org/abs/2605.22608v1