Juan Cirac

Position: LLM for Physics Research Requires Domain-Specialized Training and Tooling

Large Language Models (LLMs) are rapidly advancing across diverse domains, yet their application in theoretical physics remains inadequate. While current models show competence in mathematical reasoning and code generation, we identify critical gaps in physical intuition, constraint satisfaction, an…