Study Finds LLMs Spontaneously Develop Brain-Like Modular Specialization Across Reasoning Tasks

Circuit analysis across 46 tasks finds LLMs spontaneously develop separate networks for language, logic, social reasoning, and physical reasoning, mirroring human brain organization.