Are LLMs Socially Adaptive? Contrasting Belief Evolution in Large Language Models and Humans

ArXi:2410.10398v3 Announce Type: replace-cross As large language models (LLMs) increasingly engage in complex social interactions, ensuring that their behaviors align with human ethical principles and intentions, known as value alignment, has become a critical scientific challenge. Existing benchmarks often rely on static assessments and fail to capture the longitudinal dynamics of decision-making or the latent cognitive processes driving agent behavior.