ExploreToM is a framework developed by Facebook Research designed to generate a wide variety of challenging theory of mind data on a large scale, aimed at enhancing the training and evaluation of large language models (LLMs). The framework employs the A* search algorithm to produce complex story structures and novel, diverse, and coherent scenarios, testing the limits of LLMs.