The Robot Brains Podcast

Andrej Karpathy on the visionary AI in Tesla's autonomous driving

Mar 22, 2021

01:06:35

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Highlights

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Episode notes

I'm Curing As Ever With The Folsa Driving Package

01:29

Self Supervized Learning is a Class of Approaches

01:45

Neered Code - How to Build a Neered Neural Network?

01:20

Is More Compute the Only Way to Succeed in AI?

03:13

Introduction

2min

Tesla's AI Director

2min

CS 231N: The First Deep Learning Class at Stanford

2min

Deep Learning - What Is It All About?

4min

Deep Learning Is a Different Class of Programming

4min

How Did You Become a Consultant at Tesla?

2min

Transition to Renewable Energy - What's the Tesla Mission Statement?

3min

Working With Elon Musk?

3min

Driverless Cars - What's the Back Story?

2min

10.

Neural Networks - Why Variability Makes It Hard?

2min

11.

How to Integrate a Deep Neural Network

2min

12.

How Do You Source Inaccuracies in Your Neural Network?

2min

13.

Scaling Up Neural Networks in Deep Learning

2min

14.

Is the Algorithm Design and Modeling Secret?

2min

15.

The New Programming Paradigm - Software 2.0

3min

16.

Is It Just a Neural Network?

3min

17.

The Robot Brains Podcast - How to Build Confidence in a Neural Network

2min

18.

Is the Full Cell Driving Beta Getting There?

2min

19.

Operation Vacation

3min

20.

The Role of Data Annotation in AI

2min

21.

The Class of Approaches to Self-Supervised Learning

2min

22.

Is Tesla Building a Chip for AI?

2min

23.

Deep Learning Chips

2min

24.

Is More Compute the Only Way to Succeed in AI?

3min

25.

How Tesla Is Different From Other Cars?

3min

26.

Sleeping at Tesla

2min

27.

The Future of Artificial Intelligence

3min

On the first ever episode of The Robot Brains podcast, our host Pieter Abbeel sits down with Andrej Karpathy, director of AI at Tesla. Andrej is a world-leading expert when it comes to machine learning and training neural nets. In this episode he talks about what it's like working with Elon Musk, training driverless cars with machine learning and the time he had to sleep on a yoga mat at Tesla HQ... Host: Pieter Abbeel. Executive Producers: Ricardo Reyes & Henry Tobias Jones. Audio Production: Kieron Matthew Banerji.

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