The Gradient: Perspectives on AI

Manuel & Lenore Blum: The Conscious Turing Machine


Listen Later

Episode 132

I spoke with Manuel and Lenore Blum about:

* Their early influences and mentors

* The Conscious Turing Machine and what theoretical computer science can tell us about consciousness

Enjoy—and let me know what you think!

Manuel is a pioneer in the field of theoretical computer science and the winner of the 1995 Turing Award in recognition of his contributions to the foundations of computational complexity theory and its applications to cryptography and program checking, a mathematical approach to writing programs that check their work. He worked as a professor of computer science at the University of California, Berkeley until 2001. From 2001 to 2018, he was the Bruce Nelson Professor of Computer Science at Carnegie Mellon University.

Lenore is a Distinguished Career Professor of Computer Science, Emeritus at Carnegie Mellon University and former Professor-in-Residence in EECS at UC Berkeley. She is president of the Association for Mathematical Consciousness Science and newly elected member of the American Academy of Arts and Sciences. Lenore is internationally recognized for her work in increasing the participation of girls and women in Science, Technology, Engineering, and Math (STEM) fields. She was a founder of the Association for Women in Mathematics, and founding Co-Director (with Nancy Kreinberg) of the Math/Science Network and its Expanding Your Horizons conferences for middle- and high-school girls.

Find me on Twitter for updates on new episodes, and reach me at [email protected] for feedback, ideas, guest suggestions.

I spend a lot of time on this podcast—if you like my work, you can support me on Patreon :) You can also support upkeep for the full Gradient team/project through a paid subscription on Substack!

Subscribe to The Gradient Podcast:  Apple Podcasts  | Spotify | Pocket Casts | RSSFollow The Gradient on Twitter

Outline:

* (00:00) Intro

* (03:09) Manuel’s interest in consciousness

* (05:55) More of the story — from memorization to derivation

* (11:15) Warren McCulloch’s mentorship

* (14:00) McCulloch’s anti-Freudianism

* (15:57) More on McCulloch’s influence

* (27:10) On McCulloch and telling stories

* (32:35) The Conscious Turing Machine (CTM)

* (33:55) A last word on McCulloch

* (35:20) Components of the CTM

* (39:55) Advantages of the CTM model

* (50:20) The problem of free will

* (52:20) On pain

* (1:01:10) Brainish / CTM’s multimodal inner language, language and thinking

* (1:13:55) The CTM’s lack of a “central executive”

* (1:18:10) Empiricism and a self, tournaments in the CTM

* (1:26:30) Mental causation

* (1:36:20) Expertise and the CTM model, role of TCS

* (1:46:30) Dreams and dream experience

* (1:50:15) Disentangling components of experience from multimodal language

* (1:56:10) CTM Robot, meaning and symbols, embodiment and consciousness

* (2:00:35) AGI, CTM and AI processors, capabilities

* (2:09:30) CTM implications, potential worries

* (2:17:15) Advice for younger (computer) scientists

* (2:22:57) Outro

Links:

* Manuel’s homepage

* Lenore’s homepage; find Lenore on Twitter (https://x.com/blumlenore) and Linkedin (https://www.linkedin.com/in/lenore-blum-1a47224)

* Articles

* “The ‘Accidental Activist’ Who Changed the Face of Mathematics” — Ben Brubaker’s Q&A with Lenore

* “How this Turing-Award-winning researcher became a legendary academic advisor” — Sheon Han’s profile of Manuel

* Papers (Manuel and Lenore)

* AI Consciousness is Inevitable: A Theoretical Computer Science Perspective

* A Theory of Consciousness from a Theoretical Computer Science Perspective: Insights from the Conscious Turing Machine

* A Theoretical Computer Science Perspective on Consciousness and Artificial General Intelligence

* References (McCulloch)

* Embodiments of Mind

* Rebel Genius



Get full access to The Gradient at thegradientpub.substack.com/subscribe
...more
View all episodesView all episodes
Download on the App Store

The Gradient: Perspectives on AIBy Daniel Bashir

  • 4.7
  • 4.7
  • 4.7
  • 4.7
  • 4.7

4.7

47 ratings


More shows like The Gradient: Perspectives on AI

View all
The Gray Area with Sean Illing by Vox

The Gray Area with Sean Illing

10,685 Listeners

NVIDIA AI Podcast by NVIDIA

NVIDIA AI Podcast

323 Listeners

Practical AI by Practical AI LLC

Practical AI

190 Listeners

Thoughts on the Market by Morgan Stanley

Thoughts on the Market

1,261 Listeners

Google DeepMind: The Podcast by Hannah Fry

Google DeepMind: The Podcast

195 Listeners

Last Week in AI by Skynet Today

Last Week in AI

288 Listeners

All-In with Chamath, Jason, Sacks & Friedberg by All-In Podcast, LLC

All-In with Chamath, Jason, Sacks & Friedberg

9,050 Listeners

Machine Learning Street Talk (MLST) by Machine Learning Street Talk (MLST)

Machine Learning Street Talk (MLST)

88 Listeners

Dwarkesh Podcast by Dwarkesh Patel

Dwarkesh Podcast

386 Listeners

Hard Fork by The New York Times

Hard Fork

5,422 Listeners

Raising Health by Andreessen Horowitz, a16z Bio + Health

Raising Health

146 Listeners

The Ezra Klein Show by New York Times Opinion

The Ezra Klein Show

15,220 Listeners

Unexplainable by Vox

Unexplainable

2,182 Listeners

Latent Space: The AI Engineer Podcast by swyx + Alessio

Latent Space: The AI Engineer Podcast

76 Listeners

The Ben & Marc Show by Marc Andreessen, Ben Horowitz

The Ben & Marc Show

134 Listeners