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