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_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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