The Robot Brains Podcast

Yoshua Bengio: equipping AI with higher level cognition and creativity

Mar 15, 2023

01:17:32

Creator website

Episode guests

Yoshua Bengio

Highlights

AI Chapters

Episode notes

How to Build Self-Confidence in Machine Learning?

03:24

Is Machine Learning a Good Idea?

02:09

Inductive Biases for Machine Learning for Higher Level Cognitive

02:21

Introduction

2min

What Was Your Motivation at the Time to Work on Language?

3min

Is Language a Continuous Medium?

5min

The Evolution of Neural Language Models

3min

Is There a Limit to Scaling?

4min

Inductive Biases for Machine Learning for Higher Level Cognitive

2min

Inductive Bias in Machine Learning

5min

The Inductive Bias and the Bottleneck in Deep Learning

4min

The Evolution of the Evolution of Language in the Human Line

3min

10.

The Conscious Versus Unconscious

3min

11.

Is There a Difference in Attention Architectures?

4min

12.

Symbols Help Distinguish Information

4min

13.

Archie Floe Networks - Is There a Future?

2min

14.

G-Flonets and Variational Methods

5min

15.

How to Train a G-Flonet?

2min

16.

McMc - What's Next?

2min

17.

Model-Based Learning

2min

18.

Aspects of Reward Shaped Compact Models in Reinforcement Learning

2min

19.

What's the Future of AI?

5min

20.

Is Machine Learning a Good Idea?

2min

21.

Optimize Against an Objective

2min

22.

The Montreal Declaration for a Responsible Development of Artificial Intelligence

3min

23.

Can Machine Learning Help Rally Leadership in Different Countries?

2min

24.

You're Walking, Your Brain Works Differently

2min

25.

How Did You Become a Scientist?

2min

26.

How to Build Self-Confidence in Machine Learning?

3min

Yoshua Bengio joins Host Pieter Abbeel to discuss large language models, higher level cognition, causality, responsible AI, and human creativity.

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