The Neuron: AI Explained Google's Secret Robotics Play That Nobody's Talking About
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Apr 1, 2026 
Brian Gerkey, CTO of Intrinsic and co-creator of ROS, is a robotics software pioneer focused on bringing AI to physical machines. He discusses physical AI moving off screens, Intrinsic’s Android-like platform for robots, vision breakthroughs that give sub-millimeter accuracy with cheap cameras, the simulation challenges of contact and friction, and why great robot ideas often come from non-robotics experts.
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Why Robotics Software Is Fundamentally Different
- Robotics software must handle high-dimensional, time-varying sensor inputs and close control loops because actions in the world are uncertain.
- Brian Gerkey explains robots read cameras, lasers, IMUs and then continually observe outcomes to adjust motor commands in real time.
Intrinsic As The Android For Robotics
- Intrinsic positions itself as the Android-like software layer for manufacturing robots: hardware is capable but software integration and variability handling are the bottleneck.
- Their Flow State tool builds digital twins, simulates workflows, and deploys containerized apps to industrial PCs next to robots.
Prototype In Digital Twins Before Deploying
- Use a digital-first approach: prototype work cells in simulation before cutting metal or wiring hardware.
- Flow State lets you import CAD, lay out a 3D work cell, debug in simulation, then deploy containerized applications to an IPC at the factory.