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04:00
2026-06-30
arxiv.org
large-language-models

Agentic Abstention: Do Agents Know When to Stop Instead of Act?

Researchers introduced Agentic Abstention, a framework for LLM agents to decide when to stop acting under uncertainty, and found that many agents fail to abstain or do so too late. Testing 13 LLM agen…

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