Do LLMs Understand Sequential Structure? A Controlled Study of Inference and Generation

Jerry Wang, Zhengxiang Wang, Ting Yu Liu +3

Large language models (LLMs) are increasingly used as interactive agents and simulators, yet it remains unclear whether they can recover latent sequential structure beyond surface…