Robot Foundation Models and World Models

Generalist AI's GEN-1.5 learns physical tasks from a single 3-12 second demo via in-context learning, with emergent sim-to-real transfer. This joins Seoul World Model for robotics training data and Anthropic's $6B acquisition talks with Decart (world model startup). These developments signal a push toward generalist embodied AI.