Grounding Before Generalizing: How AI Differs from Humans in Causal Transfer

Liangru Xiang, Yuxi Ma, Zhihao Cao +2

Extracting abstract causal structures and applying them to novel situations is a hallmark of human intelligence. While Large Language Models (LLMs) and Vision Language Models (VLMs…