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Tesla Optimus Gen 3 Enters Pilot Factory Production: Full Vision-Based Neural End-to-End Control

Tesla deploys next-generation Optimus humanoid robots equipped with 22-DoF dexterous hands, custom tactile sensing, and end-to-end neural policies across Giga Texas manufacturing cells.
Tesla Optimus Gen 3 Enters Pilot Factory Production: Full Vision-Based Neural End-to-End Control

Optimus Transitions from Laboratory Prototype to Factory Worker

Tesla has officially deployed dozens of Optimus Gen 3 humanoid robots into active pilot operations at Gigafactory Texas. Unlike traditional industrial robotic arms constrained to fixed cages and hardcoded gantry kinematics, Optimus navigates factory aisles dynamically, sorting battery cells and moving heavy components.

Hardware Breakthrough: Optimus Gen 3 features 22 degrees of freedom in each hand, paired with high-frequency tactile sensors on every fingertip, enabling the manipulation of soft wires, delicate connectors, and metallic fasteners.

End-to-End Neural Policy Network

Optimus runs on the same unified neural network architecture that powers Tesla's Full Self-Driving (FSD). Video streams from onboard cameras feed directly into a transformer backbone, outputting joint torques at 200 Hz. There is no intermediate C++ trajectory planning layer; the robot learns manipulation directly through imitation and reinforcement learning in simulation.

Commercial Scaling and Mass Market Economics

Tesla plans to scale internal deployment to over 1,000 units before opening external commercial orders. With internal battery pack manufacturing and in-house actuator design, Tesla aims to drive the unit cost of humanoid robotics below $20,000 at volume.

M
Marcus Vance
Staff AI Technology Analyst at AINewsPro

Senior AI Technology Journalist & Chief Editor at AINewsPro. Covering frontier foundation models, agentic workflows, and the intersection of neural networks and society.

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