Lucas Paul Saldyt

Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks

We argue that auto-regressive LLMs cannot, by themselves, do planning or self-verification (which is after all a form of reasoning), and shed some light on the reasons for misunderstandings in the literature. We will also argue that LLMs should be viewed as universal approximate knowledge sources th…