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Theories of Everything with Curt Jaimungal

Michael Levin and Karl Friston: How Free Energy Shapes Everything

Theories of Everything with Curt Jaimungal

Curt Jaimungal

Physics, Philosophy, Society & Culture, Science

4.6606 Ratings

🗓️ 14 February 2025

⏱️ 73 minutes

🧾️ Download transcript

Summary

Curt Jaimungal talks with Michael Levin and Karl Friston about how the free energy principle and entropy shape self-organization and our perception of reality. They explore creativity, aging, the nature of selfhood, and the constructive role of science in biology and psychology.- 00:00 - Introduction- 3:43 - The Free Energy Principle Explained- 5:41 - Creativity and Adaptive Utilization- 11:56 - In-Painting vs. Out-Painting- 15:33 - The Unreliable Medium of Biology- 20:05 - Aging: Noise or Psychological?- 25:25 - The Nature of Selfhood- 45:10 - Distinctions in Organic and Psychological Disease- 48:54 - Goal-Directed Systems and Aging- 52:32 - The Dynamics of Life and Death- 55:49 - Continuous Self in a Changing Form- 1:01:35 - The Constructive Nature of Science- 1:08:02 - Inferring Actions and Counterfactuals- 1:11:40 - Closing Thoughts and Future ConversationsSPONSORS:- I personally subscribe to The Economist. TOE listeners get 35% off the annual subscription. No other podcast has this! https://economist.com/TOE- Patreon: Support TOE – https://patreon.com/curtjaimungalRESOURCES:- Michael's website: https://thoughtforms.life/- Karl's publications: https://www.fil.ion.ucl.ac.uk/~karl/- Michael's previous appearance on TOE: https://www.youtube.com/watch?v=2aLhkm6QUgA- Karl's previous appearance on TOE: https://www.youtube.com/watch?v=uk4NZorRjCo- Michael on Anthrobots: https://www.youtube.com/watch?v=hG6GIzNM0aM- Michael's paper on stress sharing as cognitive glue for collective intelligences: https://www.sciencedirect.com/science/article/pii/S0006291X2400932X?ref=pdf_download&fr=RR-2&rr=911840d57c51eace- Karl and Michael with Chris Fields on TOE: https://www.youtube.com/watch?v=J6eJ44Jq_pw- Karl Friston on the 'Free Energy Principle' on TOE: https://www.youtube.com/watch?v=2v7LBABwZKA- Michael's recent paper with Chris Fields: https://www.sciencedirect.com/science/article/pii/S1571064525000089?dgcid=coauthor- Top-down models in biology (paper): https://royalsocietypublishing.org/doi/epdf/10.1098/rsif.2016.0555- Geoffrey Hinton on TOE: https://www.youtube.com/watch?v=b_DUft-BdIE- Join My New Substack (Personal Writings): https://curtjaimungal.substack.com- Listen on Spotify: https://tinyurl.com/SpotifyTOE- Become a YouTube Member (Early Access Videos): https://www.youtube.com/channel/UCdWIQh9DGG6uhJk8eyIFl1w/join- Twitter: https://twitter.com/TOEwithCurt- Discord Invite: https://discord.com/invite/kBcnfNVwqs Theories of Everything with Curt Jaimungal features long-form, technically detailed interviews with leading researchers in physics, mathematics, consciousness, and philosophy, exploring topics at the level of active research. For academics, graduate students, and anyone seeking depth beyond popular science. Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices Learn more about your ad choices. Visit megaphone.fm/adchoices

Transcript

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0:00.0

We've all conversed extensively about information previously, but what is the meaning of this information?

0:07.4

What precisely is the distinction between information and meaning?

0:13.3

For me, what I'm really interested in, and I'm not going to try to give a mathematical definition or anything, but what I'm really interested in is this,

0:21.4

this polycomputing perspective where you focus on the observer. So there are some, there's some

0:27.0

given set of physical events, and there are one or more observers that are choosing how to parse

0:33.0

what they're, what they're observing in different ways. So that might be time scale,

0:38.7

that may be granularity, and then the ways in which they fill in things that aren't actually in the data at all relative

0:44.7

to their expectations and most importantly the way in which they will use that you use the patterns

0:52.3

in that data to do something moving on to into the future, right?

0:56.4

So, so adaptive utility of whatever's there. That's, that, that to me is the most interesting

1:00.9

thing about information. It's on the receiving end and how much processing and creativity is

1:05.6

used by agents to do something interesting with it.

1:09.8

Carl, do you have any disagreements as to how information becomes meaningful to a cell or an organism or to a society?

1:18.2

And what's precisely this difference between information and meaning?

1:22.2

Yeah. So I just recapitulate what Mike has just said, but using language of the physicist. So I think you'd have to start just by acknowledging that most of the physics that's brought to the table to explain this kind of self-organization that has some meaning for the things that are self-organising rests upon

1:45.1

information theory. So you have very elemental concepts such as self-information, which is just

1:51.1

the implausibility of an event as enumerated by the negative block probability. The average

1:58.3

of self-information would be entropy, and that's an important measure.

2:02.4

And then you can work up to sort of things like free energy as an information theoretic measure

2:09.2

of the quality of any self-organization. But I think to sort of speak to Mike's point and to your

2:16.5

question about the distinction between

2:18.1

information in an information

...

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