Understanding Multimodal Large Language Models (MLLMs) Multimodal large language models (MLLMs) are a promising step towards achieving artificial general intelligence. They combine different types of sensory information into one system. However, they struggle with basic vision tasks, performing much worse than humans. Key challenges include: Object Recognition: Identifying objects accurately. Localization: Determining where objects are…