The future of physical AI isn’t humanoid; it’s task-specific and cost-efficient
THE SO WHAT
Physical AI is converging on appliances, not androids — specialized, local models on cheap silicon doing one job at scale. If you’re budgeting for humanoids on your line, pressure-test the use case against task-specific machines that can be deployed faster, with clearer ROI and lower safety overhead.
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