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Notes on multi-agent large language models

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Semantic Early-Stopping for Iterative LLM Agent Loops
Source note · Jun 25, 2026
The research proposes a method for stopping large language model loops (like drafting and revising) early, based on when consecutive drafts no longer change in meaning and the answer's quality stops improving. This…

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Notes on multi-agent large language models

Semantic Early-Stopping for Iterative LLM Agent Loops