Yael on AI

Yael on AI

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Yael on AI
Yael on AI
1,000,000 x Data: Why simulation will replace reality in robotics

1,000,000 x Data: Why simulation will replace reality in robotics

How synthetic data will reshape robotics

Yael Rozencwajg's avatar
Yael Rozencwajg
Jan 25, 2025
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Yael on AI
Yael on AI
1,000,000 x Data: Why simulation will replace reality in robotics
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1,000,000x Data: Why simulation will replace reality in robotics
1,000,000x Data: Why simulation will replace reality in robotics

Imagine a world where robots learn at lightning speed, mastering complex tasks with the dexterity and adaptability of humans.

This future hinges on solving a critical challenge: the insatiable hunger for data that fuels AI.

But what if we could transcend the limitations of physical reality and generate an endless stream of training data on demand?

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Robotics is on the cusp of revolutionizing industries, but it faces a critical bottleneck: the desperate need for massive amounts of data to train robust and generalizable AI models.

Traditional data collection methods simply can't keep pace.

Introducing GR00T-Mimic and GR00T-Gen: a groundbreaking approach that leverages the combined power of Graphics 1.0 and 2.0 to explode your robot datasets by orders of magnitude, effectively shattering the limitations of real-world data collection.

My view:

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