Layer-Order Inversion: Rethinking Latent Multi-Hop Reasoning in Large Language Models

Xukai Liu, Ye Liu, Jipeng Zhang +3

Large language models (LLMs) perform well on multi-hop reasoning, yet how they internally compose multiple facts remains unclear. Recent work proposes \emph{hop-aligned circuit hyp…