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

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Conteúdo fornecido por Yannic Kilcher. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Yannic Kilcher ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.

#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...

Links:

Homepage: https://ykilcher.com

Merch: https://ykilcher.com/merch

YouTube: https://www.youtube.com/c/yannickilcher

Twitter: https://twitter.com/ykilcher

Discord: https://ykilcher.com/discord

LinkedIn: https://www.linkedin.com/in/ykilcher

If you want to support me, the best thing to do is to share out the content :)

If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):

SubscribeStar: https://www.subscribestar.com/yannick...

Patreon: https://www.patreon.com/yannickilcher

Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq

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Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

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177 episódios

Artwork
iconCompartilhar
 
Manage episode 339377349 series 2974171
Conteúdo fornecido por Yannic Kilcher. Todo o conteúdo do podcast, incluindo episódios, gráficos e descrições de podcast, é carregado e fornecido diretamente por Yannic Kilcher ou por seu parceiro de plataforma de podcast. Se você acredita que alguém está usando seu trabalho protegido por direitos autorais sem sua permissão, siga o processo descrito aqui https://pt.player.fm/legal.

#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...

Links:

Homepage: https://ykilcher.com

Merch: https://ykilcher.com/merch

YouTube: https://www.youtube.com/c/yannickilcher

Twitter: https://twitter.com/ykilcher

Discord: https://ykilcher.com/discord

LinkedIn: https://www.linkedin.com/in/ykilcher

If you want to support me, the best thing to do is to share out the content :)

If you want to support me financially (completely optional and voluntary, but a lot of people have asked for this):

SubscribeStar: https://www.subscribestar.com/yannick...

Patreon: https://www.patreon.com/yannickilcher

Bitcoin (BTC): bc1q49lsw3q325tr58ygf8sudx2dqfguclvngvy2cq

Ethereum (ETH): 0x7ad3513E3B8f66799f507Aa7874b1B0eBC7F85e2

Litecoin (LTC): LQW2TRyKYetVC8WjFkhpPhtpbDM4Vw7r9m

Monero (XMR): 4ACL8AGrEo5hAir8A9CeVrW8pEauWvnp1WnSDZxW7tziCDLhZAGsgzhRQABDnFy8yuM9fWJDviJPHKRjV4FWt19CJZN9D4n

  continue reading

177 episódios

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