Many Steps into One: Reasoning Contraction and the Limits of Safe Memory Reuse for LLM Agents.

arXiv:2610.17544v2 Announce Type: replace-cross Abstract: Thought templates, skill libraries, agent memories and caches turn many reasoning steps into one. We call this reasoning contraction. A contracted memory saves reasoning steps and errors until its facts