The Future of AI is Self-Organizing and Self-Assembling (w/ Prof. Sebastian Risi)

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2y ago 1:01:48

M4A•Episode home

#ai #selforganization #emergence

Read Sebastian's article here: https://sebastianrisi.com/self_assemb...

OUTLINE:

0:00 - Introduction

2:25 - Start of Interview

4:00 - The intelligence of swarms

9:15 - The game of life & neural cellular automata

14:10 - What's missing from neural CAs?

17:20 - How does local computation compare to centralized computation?

25:40 - Applications beyond games and graphics

33:00 - Can we do away with goals?

35:30 - Where do these methods shine?

43:30 - The paradox of scales & brains

49:45 - Connections to graphical systems & GNNs

51:30 - Could this solve ARC?

57:45 - Where can people get started?

References:

https://sebastianrisi.com/

https://modl.ai/

https://sebastianrisi.com/self_assemb...

https://twitter.com/risi1979/status/1...

https://distill.pub/2020/growing-ca/

https://arxiv.org/abs/2201.12360?sour...

https://distill.pub/2020/selforg/mnist/

https://arxiv.org/pdf/2204.11674.pdf

https://github.com/fchollet/ARC

https://github.com/volotat/ARC-Game

http://animalaiolympics.com/AAI/

https://www.deepmind.com/publications...

https://melaniemitchell.me/BooksConte...

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177 episodes

#Tech #Yannic Kilcher