"AI should NOT be regulated at all!" - Prof. Pedro Domingos

Machine Learning Street Talk (MLST)

Content provided by Machine Learning Street Talk (MLST). All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by Machine Learning Street Talk (MLST) or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://ro.player.fm/legal.

6M ago 2:12:15

MP3•Pagina episodului

Professor Pedro Domingos, is an AI researcher and professor of computer science. He expresses skepticism about current AI regulation efforts and argues for faster AI development rather than slowing it down. He also discusses the need for new innovations to fulfil the promises of current AI techniques.

MLST is sponsored by Brave:

The Brave Search API covers over 20 billion webpages, built from scratch without Big Tech biases or the recent extortionate price hikes on search API access. Perfect for AI model training and retrieval augmented generation. Try it now - get 2,000 free queries monthly at http://brave.com/api.

Show notes:

* Domingos' views on AI regulation and why he believes it's misguided

* His thoughts on the current state of AI technology and its limitations

* Discussion of his novel "2040", a satirical take on AI and tech culture

* Explanation of his work on "tensor logic", which aims to unify neural networks and symbolic AI

* Critiques of other approaches in AI, including those of OpenAI and Gary Marcus

* Thoughts on the AI "bubble" and potential future developments in the field

Prof. Pedro Domingos:

https://x.com/pmddomingos

2040: A Silicon Valley Satire [Pedro's new book]

https://amzn.to/3T51ISd

TOC:

00:00:00 Intro

00:06:31 Bio

00:08:40 Filmmaking skit

00:10:35 AI and the wisdom of crowds

00:19:49 Social Media

00:27:48 Master algorithm

00:30:48 Neurosymbolic AI / abstraction

00:39:01 Language

00:45:38 Chomsky

01:00:49 2040 Book

01:18:03 Satire as a shield for criticism?

01:29:12 AI Regulation

01:35:15 Gary Marcus

01:52:37 Copyright

01:56:11 Stochastic parrots come home to roost

02:00:03 Privacy

02:01:55 LLM ecosystem

02:05:06 Tensor logic

Refs:

The Master Algorithm: How the Quest for the Ultimate Learning Machine Will Remake Our World [Pedro Domingos]

https://amzn.to/3MiWs9B

Rebooting AI: Building Artificial Intelligence We Can Trust [Gary Marcus]

https://amzn.to/3AAywvL

Flash Boys [Michael Lewis]

https://amzn.to/4dUGm1M

206 episoade

#Machine Learning Street Talk #Artificial Intelligence #Tech #Machine Learning