Xueyan Wu

Easy for Children, Hard for AI: The Limits of Multimodal LLMs in Early Childhood Learning

Early childhood is a critical stage for cognitive development, involving core skills such as visual perception and reasoning. While multimodal large language models (MLLMs) have made rapid progress in various general-purpose tasks, their ability to support early education remains largely underexplor