AI RESEARCH

From Next Token Prediction to (STRIPS) World Models

arXiv CS.AI

ArXi:2509.13389v4 Announce Type: replace We study whether next-token prediction can yield world models that truly planning, in a controlled symbolic setting where propositional STRIPS action models are learned from action traces alone and correctness can be evaluated exactly. We