Dandelion Health, founded by Mullainathan, Obermeyer, Gandhi, and Green, aims to improve healthcare through AI by collecting high-quality clinical data. They developed the Clinical AI Marketplace, which evaluates real-world data to validate AI algorithms, potentially speeding up drug approvals and improving clinical decisions. Their approach, using multimodal data and machine learning, could revolutionize healthcare by providing more accurate predictions and insights.