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    Sakana AI introduces Frontier Intelligence Group

    Sakana AI says the group explores alternatives to mainstream AI, targeting gaps between artificial and biological intelligence in data efficiency, energy use and generalization.

    Beff (e/acc)B(
    Kai ArulkumaranKA
    Sakana AISA
    12 Sources, ,

    TLDR

    Sakana AI says its Frontier Intelligence Group (FIG) starts from the view that intelligence is not yet “solved” and that better alternatives to Transformers and language modeling may exist. The company highlights existing research including AI Picbreeder, which explores open-ended artificial systems, and Smart Cellular Bricks, which investigates collective intelligence and self-repair in physical systems without a central brain.

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    12 Sources

    Sakana AI@SakanaAILabs次のパラダイムを探索する、Sakana AIの研究グループ「Frontier Intelligence Group」 https://sakana.ai/frontier-intelligence-group/#Japanese Sakana AIには、現在の主流とは異なる方向からAIの可能性を探る研究グループ「Frontier Intelligence Group(FIG)」があります。FIGは、知能はまだ「解決」しておらず、現在のAIと生物 の知能のあいだにあるデータ効率やエネルギー効率、汎化能力の差を、研究として正面から扱うべきだという立場から出発しています。 本記事では、FIGの考え方と、Continuous Thought Machines、予測符号化による学習、スパースなTransformer、AI Picbreeder、Smart Cellular Bricks などこれまでの研究を紹介しています。20d
    Ciaran@ciaran_regan_Announcing FIG! 🪷 From what started as our weekly CTM chats has blossomed into a core research group focussed on discovering the next paradigm ⛰️🌊⛰️🐟20d
    Kai Arulkumaran@kaixhinExcited to promote the Frontier Intelligence Group (FIG) at Sakana AI! 🪷 From the start of my research career, I've been interested in the intersection between biological and artificial intelligence. It is possible that AGI could look nothing like the brain, but we'd still like to know how humans (and animals) think. And humans still beat AI among many axes, from energy-efficiency to creativity, so there are clearly still gaps that we'd like to address. At FIG, we're given the freedom to think about and pursue research questions that question the status quo. Just because the current path is good doesn't mean that better doesn't exist 🚀20d
    Llion Jones@YesThisIsLionI continue to put my money where my mouth is when it comes to research freedom, this is me doubling down. Come join us and you'll have the time, resources and talented collaboratiors to work on that mad idea that's being rattling around the back of your head for years!!!20d
    Machine Learning Street Talk@MLStreetTalk@YesThisIsLion The most exciting AI research agenda out there right now20d
    Luke Darlow@LearningLukeDI helped start this group and I'm incredibly proud of these people and what they have accomplished. Very much one of the best environments for open and creative research, truly.20d
    Sebastian Risi@risi1979The place to be to explore fundamental research questions about AI in an open-ended manner 🐟🐠🐡20d
    Beff (e/acc)@beffjezosThe coolest alternative frontier lab IMO20d

    12 Sources

    Sakana AI@SakanaAILabs次のパラダイムを探索する、Sakana AIの研究グループ「Frontier Intelligence Group」 https://sakana.ai/frontier-intelligence-group/#Japanese Sakana AIには、現在の主流とは異なる方向からAIの可能性を探る研究グループ「Frontier Intelligence Group(FIG)」があります。FIGは、知能はまだ「解決」しておらず、現在のAIと生物 の知能のあいだにあるデータ効率やエネルギー効率、汎化能力の差を、研究として正面から扱うべきだという立場から出発しています。 本記事では、FIGの考え方と、Continuous Thought Machines、予測符号化による学習、スパースなTransformer、AI Picbreeder、Smart Cellular Bricks などこれまでの研究を紹介しています。20d
    Ciaran@ciaran_regan_Announcing FIG! 🪷 From what started as our weekly CTM chats has blossomed into a core research group focussed on discovering the next paradigm ⛰️🌊⛰️🐟20d
    Kai Arulkumaran@kaixhinExcited to promote the Frontier Intelligence Group (FIG) at Sakana AI! 🪷 From the start of my research career, I've been interested in the intersection between biological and artificial intelligence. It is possible that AGI could look nothing like the brain, but we'd still like to know how humans (and animals) think. And humans still beat AI among many axes, from energy-efficiency to creativity, so there are clearly still gaps that we'd like to address. At FIG, we're given the freedom to think about and pursue research questions that question the status quo. Just because the current path is good doesn't mean that better doesn't exist 🚀20d
    Llion Jones@YesThisIsLionI continue to put my money where my mouth is when it comes to research freedom, this is me doubling down. Come join us and you'll have the time, resources and talented collaboratiors to work on that mad idea that's being rattling around the back of your head for years!!!20d
    Machine Learning Street Talk@MLStreetTalk@YesThisIsLion The most exciting AI research agenda out there right now20d
    Luke Darlow@LearningLukeDI helped start this group and I'm incredibly proud of these people and what they have accomplished. Very much one of the best environments for open and creative research, truly.20d
    Sebastian Risi@risi1979The place to be to explore fundamental research questions about AI in an open-ended manner 🐟🐠🐡20d
    Beff (e/acc)@beffjezosThe coolest alternative frontier lab IMO20d