Narrative Paradoxes in LLM Inference: Shaping Reasoning Trajectories toward Misalignment.

arXiv:2610.16312v1 Announce Type: new Abstract: Explicit reasoning in large language models (LLMs) is often associated with reliability, yet it can still pose risks when a model infers harmful goals under a benign context. We identify a distinct challenge: ens