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arXiv cs.AI · Papers

The Token Not Taken: Sampling, State, and the Stochasticity of AI Agents

arXiv:2606.08998v3 Announce Type: replace Abstract: Agentic AI systems can behave differently across runs: the same request may produce a different plan, a different tool call, a different code edit, or a different final answer. Such variability arises from several layers that are often conflated. At the core of many c