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The Next AI Revolution Isn't About Words - It's About Understanding
Manage episode 460219655 series 3602245
Welcome to another exciting episode of the Heliox Podcast, where we explore cutting-edge developments in artificial intelligence! Join us as we dive into the fascinating world of Large Concept Models (LCMs), a revolutionary approach to AI that aims to understand language at a deeper, more conceptual level. Unlike traditional language models that process text word by word, LCMs work with entire sentences and ideas, potentially transforming how AI interacts with languages across the globe. Whether you're an AI enthusiast or just curious about the future of technology, this episode offers an engaging look at how these models could change everything from translation to creative writing. Get ready for an illuminating discussion that breaks down complex ideas into digestible insights while exploring the incredible possibilities that lie ahead in AI development.
Large Concept Models:
Language Modeling in a Sentence Representation Space
https://arxiv.org/pdf/2412.08821
by LCM The · 2024 — The Large Concept Model is trained to perform autoregressive sentence prediction in an embedding space.
We explore multiple approaches
https://github.com/facebookresearch/large_concept_model
Experts are STUNNED! Meta's NEW LLM Architecture is a GAME-CHANGER!
https://youtu.be/1Z1vKdrmpj4?si=lWh_ZfvKyQ0AdrdR
This is Heliox: Where Evidence Meets Empathy
Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter. Breathe Easy, we go deep and lightly surface the big ideas.
Thanks for listening today!
Four recurring narratives underlie every episode: boundary dissolution, adaptive complexity, embodied knowledge, and quantum-like uncertainty. These aren’t just philosophical musings but frameworks for understanding our modern world.
We hope you continue exploring our other podcasts, responding to the content, and checking out our related articles on the Heliox Podcast on Substack.
About SCZoomers:
https://www.facebook.com/groups/1632045180447285
https://x.com/SCZoomers
https://mstdn.ca/@SCZoomers
https://bsky.app/profile/safety.bsky.app
Spoken word, short and sweet, with rhythm and a catchy beat.
http://tinyurl.com/stonefolksongs
Curated, independent, moderated, timely, deep, gentle, evidenced-based, clinical & community information regarding COVID-19. Since 2017, it has focused on Covid since Feb 2020, with Multiple Stores per day, hence a large searchable base of stories to date. More than 4000 stories on COVID-19 alone. Hundreds of stories on Climate Change.
Zoomers of the Sunshine Coast is a news organization with the advantages of deeply rooted connections within our local community, combined with a provincial, national and global following and exposure. In written form, audio, and video, we provide evidence-based and referenced stories interspersed with curated commentary, satire and humour. We reference where our stories come from and who wrote, published, and even inspired them. Using a social media platform means we have a much higher degree of interaction with our readers than conventional media and provides a significant amplification effect, positively. We expect the same courtesy of other media referencing our stories.
178 episoade
Manage episode 460219655 series 3602245
Welcome to another exciting episode of the Heliox Podcast, where we explore cutting-edge developments in artificial intelligence! Join us as we dive into the fascinating world of Large Concept Models (LCMs), a revolutionary approach to AI that aims to understand language at a deeper, more conceptual level. Unlike traditional language models that process text word by word, LCMs work with entire sentences and ideas, potentially transforming how AI interacts with languages across the globe. Whether you're an AI enthusiast or just curious about the future of technology, this episode offers an engaging look at how these models could change everything from translation to creative writing. Get ready for an illuminating discussion that breaks down complex ideas into digestible insights while exploring the incredible possibilities that lie ahead in AI development.
Large Concept Models:
Language Modeling in a Sentence Representation Space
https://arxiv.org/pdf/2412.08821
by LCM The · 2024 — The Large Concept Model is trained to perform autoregressive sentence prediction in an embedding space.
We explore multiple approaches
https://github.com/facebookresearch/large_concept_model
Experts are STUNNED! Meta's NEW LLM Architecture is a GAME-CHANGER!
https://youtu.be/1Z1vKdrmpj4?si=lWh_ZfvKyQ0AdrdR
This is Heliox: Where Evidence Meets Empathy
Independent, moderated, timely, deep, gentle, clinical, global, and community conversations about things that matter. Breathe Easy, we go deep and lightly surface the big ideas.
Thanks for listening today!
Four recurring narratives underlie every episode: boundary dissolution, adaptive complexity, embodied knowledge, and quantum-like uncertainty. These aren’t just philosophical musings but frameworks for understanding our modern world.
We hope you continue exploring our other podcasts, responding to the content, and checking out our related articles on the Heliox Podcast on Substack.
About SCZoomers:
https://www.facebook.com/groups/1632045180447285
https://x.com/SCZoomers
https://mstdn.ca/@SCZoomers
https://bsky.app/profile/safety.bsky.app
Spoken word, short and sweet, with rhythm and a catchy beat.
http://tinyurl.com/stonefolksongs
Curated, independent, moderated, timely, deep, gentle, evidenced-based, clinical & community information regarding COVID-19. Since 2017, it has focused on Covid since Feb 2020, with Multiple Stores per day, hence a large searchable base of stories to date. More than 4000 stories on COVID-19 alone. Hundreds of stories on Climate Change.
Zoomers of the Sunshine Coast is a news organization with the advantages of deeply rooted connections within our local community, combined with a provincial, national and global following and exposure. In written form, audio, and video, we provide evidence-based and referenced stories interspersed with curated commentary, satire and humour. We reference where our stories come from and who wrote, published, and even inspired them. Using a social media platform means we have a much higher degree of interaction with our readers than conventional media and provides a significant amplification effect, positively. We expect the same courtesy of other media referencing our stories.
178 episoade
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