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TOOL · CL_340042 · Nov 4 · 03:41

LLM agent determinism degrades selectively with temperature, study finds

A study involving 586 traces of a LangGraph folder-research agent revealed that sampling temperature significantly impacts LLM agent determinism. At temperature 0, the agent exhibited identical trace shapes across multi…