Evidence-Inference Reconstruction: When The Evidence Is Recalled But The Reasoning Goes Wrong.

arXiv:2609.33778v1 Announce Type: new Abstract: Modern multi-hop LLM agents are equipped with built-in mechanisms to detect errors in intermediate reasoning steps. Such errors trigger corrective actions from these agents, which mostly follow the paradigm of re