AI RESEARCH

FERA: Uncertainty-Aware Federated Reasoning for Large Language Models

arXiv CS.LG

ArXi:2605.10082v1 Announce Type: cross Large language models (LLMs) exhibit strong reasoning capabilities when guided by high-quality nstrations, yet such data is often distributed across organizations that cannot centralize it due to regulatory,