aiqbench analysis

Ultra's $62 million raise backs warehouse robots that run on Physical Intelligence's robot foundation models, so the story is about general-purpose AI control being applied to logistics hardware. Funding alone doesn't show that the models perform better than existing automation. Readers should watch for deployment metrics such as throughput, error rates, and how much task-specific training each site needs.