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Action-driven Intelligence

Ted Xiao

Musings on the intersection of internet-scale models and decision making

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Latest Issues

When Bits Hit Atoms

There is a simple but universal reality that more are beginning to appreciate: the physical world is rate limiting.

Whether you believe that AGI is imminent, that digital tool-using agents will completely disrupt knowledge work, that abstr...

7 months ago
5

What’s Missing for Robot Foundation Models?

These are annotated and expanded slides from invited talks I gave this year. Recorded version of this talk from CVPR, here.

A massive vibe shift has rocked the world this year, and its name is intelligent robots. From academic research to...

a year ago
18

Robotics in the Era of Foundation Models

2023 was a momentous year in scaling intelligent robots! To those outside of the robotics bubble, it’s a bit tricky how to convey the sheer magnitude of how fast and how much things have changed. Compared to what the field looked like just...

2 years ago
18
1

AI is Domestication

Introduction

As internet-scale AI models mature rapidly from coarse research demos to productionized user-facing systems, expectations have increased and goalposts have moved drastically. In just a few short months, the AI community has...

3 years ago
4
2

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This is Action-driven Intelligence, a newsletter about Musings on the intersection of internet-scale models and decision making.

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3 years ago

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  • Ted Xiao

    I teach robots to be smarter Google DeepMind. I write about foundation models, scaling, and robotics. Opinions my own.

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