Model competition expands from open and specialist systems into physical AI

Competition is shifting toward efficient open or self-hosted models, multimodal and specialist systems, local inference, voice, agent platforms, world models, and robotics. The reported $8.2 billion AMD–World Labs transaction and Nvidia’s robotics founder ecosystem are major physical-AI signals, but deal details, commercialization, benchmarks, and deployment evidence remain open.