Belief-Guided Inference Control for Large Language Model Services via Verifiable Observations
arXiv:2604.27536v1 Announce Type: new
Abstract: In black-box large language model (LLM) services, response reliability is often only partially observable at decision time, while stronger inference pathways incur substantial computational cost, inducin…