Can AI program a robot dog?

Today, the world’s most advanced AI models are no longer trapped behind screens — they’re stepping into the real world.

Two teams of engineers were given a robotic dog and one goal: make it fetch a beach ball.

The twist? One team had access to Claude, Anthropic’s frontier AI model. The other team didn’t.

Over three intense phases — walking, programming, and full autonomy — Claude helped engineers plan, code, debug, and operate real robotic systems faster and more efficiently than the human-only team.

This wasn’t just an AI demo. It was a glimpse into the future — where frontier models don’t just write software, they control hardware, bridging the digital and physical worlds.


Claude vs Humans: The first real-world robotics challenge.

How AI accelerates complex technical problem-solving.

What this means for the future of robotics, automation, and human work.

Why Anthropic believes physical AI is the next revolution.

This is more than a tech experiment — it’s a preview of tomorrow’s world, where AI systems not only think… but act.

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0:00 Introduction: Why robotics?
0:30 The experiment
1:02 Phase 1: Fetch, manually
1:51 Phase 2: Fetch, programmatically
5:08 Phase 3: Fetch, autonomously
6:24 Results















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