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

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3 years ago
11
ai selforganization emergence

#ai #selforganization #emergence

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

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_assembling_ai/
https://twitter.com/risi1979/status/1519053654921293827?cxt=HHwWhsC9hYfQ4ZQqAAAA
https://distill.pub/2020/growing-ca/
https://arxiv.org/abs/2201.12360?source=techstories.org
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/alchemy-a-structured-task-distribution-for-meta-reinforcement-learning-f
https://melaniemitchell.me/BooksContent/CAGTReviews.html

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