Infinite Loops

David Ha — AI & Evolution: Learning to do More with Less (EP.146)

Feb 9, 2023

56:17

Creator website

Episode guests

David Ha

Highlights

AI Chapters

Episode notes

How to use a machine learning model to create art

01:21

The Future of Artificial Intelligence will happen on consumer hardware

03:09

The Human Colossus Takes Shape

01:23

Large language models 101

01:24

Introduction

2min

Is There a Future in Machine Learning?

4min

Is Open Source the Father of Open Source?

2min

Open Source Machine Learning Models

5min

Is Open Architecture a Good Idea?

6min

Using Open Source Models to Generate Art

3min

Is Stability AI a Good Idea for Artists?

4min

The Fundamentals of Machine Learning

3min

The Advancement of Deep Learning in Machine Learning

6min

10.

The Relationship Between Emergence and Machine Learning

3min

11.

Is There a Causation Versus Correlation?

4min

12.

Is There a Future for Large Language Models?

2min

13.

How to Train a Language Model for a Calculator

4min

14.

The Magic of Language Models Can Be Used in Conjunction With Traditional Interfaces

3min

15.

Is There a Resource Constrained Emergence?

5min

16.

What Are You Going to Whisper and Accept in Humanity?

3min

David Ha is the Head of Strategy at Stability AI, and one of the top minds working in AI today. He previously worked as a research scientist in the Brain team at Google. David is particularly interested in evolution and complex systems, and his research explores how intelligence may emerge from limited resource constraints. He joins the show to discuss the advantages of open-source models, modelling AI as an emergent system, why large language models are bad at maths and MUCH more! Important Links:

Show Notes:

Why David joined Stability AI
The advantages of open-source models
We cannot predict the inventions of tomorrow
Making memes with generative AI
The centaur approach to AI
An introduction to large language models
The relationship between complex systems and resource constraints
Large language models are bad at maths
Modelling AI as an emergent system
Understanding different perspectives
MUCH more!

Books Mentioned:

The Beginning of Infinity: Explanations That Transform the World; by David Deutsch
Why Greatness Cannot Be Planned: The Myth of the Objective; by Kenneth Stanley and Joel Lehman

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Infinite Loops

David Ha — AI & Evolution: Learning to do More with Less (EP.146)

Episode guests

How to use a machine learning model to create art

The Future of Artificial Intelligence will happen on consumer hardware

The Human Colossus Takes Shape

Large language models 101

Get the Snipdpodcast app

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Discoverhighlights

Save anymoment

Share& Export

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Discoverhighlights

Get the Snipd
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moment

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