A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA - Wan, Kaiyang; Gao, Lang; Mu, Honglin; Nakov, Preslav; Wang, Yuxia; Chen, Xiuying (International Conference on Learning Representations, 2026)