Can Large Language Models Reason and Plan?

Abstract

While humans sometimes do show the capability of correcting their own erroneous guesses with self-critiquing, there seems to be no basis for that assumption in the case of LLMs.

arXiv admin note: text overlap with arXiv:2402.01817 (v2 add creative commons attribution to Figure 2 graphic)