AI Robotics: Where the Demo Ends and the Deployment Begins

Questions, Reviews & Tips for Robotics & Hardware Tools

Robotics is where AI has to survive contact with physics, and the gap between a demo video and a working deployment is wider here than anywhere else on this site.

This category covers the whole stack. Robot platforms from research units to commercial products, sensors and perception, onboard compute and its constraints, the foundation models now being applied to control, simulation to reality transfer, and the power and thermal limits that decide what is actually possible on a mobile platform.

The most valuable posts are from people who have run hardware. A demo shows the successful take. A deployment report shows the failure rate, the maintenance burden and the edge cases that took three months to find.

Hobbyist builds and industrial deployments are both welcome, and the lessons cross over more than you would expect. See the WhatAI robotics hub for editorial coverage and AI Infrastructure & Hardware for compute specifically.

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