Startups are pairing neuroscience headsets with robot training to tag real-world manipulation data with cognitive signals, betting this could accelerate physical AI development.
GPU-accelerated physics engines are becoming essential for robotics development, shifting simulation from a debugging tool to a core component of AI model training pipelines.
A new startup is positioning itself as the data backbone for physical AI, offering collection tools and annotation systems that frontier labs cannot easily build themselves.
Jeff Bezos's Prometheus raised $12B from JPMorgan Chase, Goldman Sachs, and BlackRock to automate engineering design and manufacturing at a $41B valuation.
Google DeepMind selects 15 early-stage robotics companies across Europe for intensive mentorship, AI model access, and technical support to commercialize physical AI applications.