Claude Begins Controlling Real Robots
lukas_m_ziegler · x · 2026-07-15
Anthropic released research demonstrating Claude's ability to control quadruped robots, robotic arms, and a real Unitree Go2. While direct joint control often fails, Claude can complete real navigation and manipulation tasks when acting as a high-level supervisor or utilizing pose/orientation tools.
The core conclusion: a general-purpose chat model without specialized robotics training can already guide a quadruped through a maze or move a plate from a counter to a stove. The authors note that the reliability gap is narrowing with each new model generation.
The post also mentions 1X's newly launched NEO robotic hand:
- 25 active degrees of freedom, tendon-driven, approaching human dexterity
- Gear ratio of only 5:1 to 15:1, significantly lower than the industry standard of 100:1200:1
- Each joint functions simultaneously as a motor and a sensor
- Supports high-resolution tactile sensing for pressure, contact location, and shear force
- IP68 sealed and washable
- Capable of lifting a 20lb kettlebell while also gently picking a grape
Related event: Anthropic Tests Claude on Real Robots(2 posts)→
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