Computation, Not Memory: Chain-of-Thought and State Tracking in LLM Agents.

arXiv:2610.25760v1 Announce Type: cross Abstract: Language-model agents often reason before they act, and the value of monitoring that reasoning depends on how it relates to their actions. We ask how an agent's actions depend on its reasoning when the correct