Zan Huang | Adapting Neurological Structures to AI episode artwork

EPISODE · Dec 6, 2024 · 54 MIN

Zan Huang | Adapting Neurological Structures to AI

from Foresight Institute Radio

Zan Huang is a researcher with a passion for alternative computational models in artificial intelligence, mass social patterns, chaotic and emergent systems, and linguistics. Currently focused on scaling deep neural networks through neurologically inspired modularity, he explores critical questions around reducing parameter space, enhancing interpretability, and developing self-similar task divisions akin to brain functionality.Key HighlightsDiscussion of the adaptation of neurological structures for AI, proposing that neuroscience is crucial for understanding intelligence. Argument that certain principles of physics and mathematics apply to biological systems, like the brain, and that these can inform foundational models for AI. Exploration of concepts related to thermodynamics, information theory, and the fractal nature of intelligence. HPresentation of a neuro AI framework that emphasizes self-supervision, streamification, and task prioritization inspired by brain functionality to create more robust AI systems.About Foresight InstituteForesight Institute is a research organization and non-profit that supports the beneficial development of high-impact technologies. Since our founding in 1987 on a vision of guiding powerful technologies, we have continued to evolve into a many-armed organization that focuses on several fields of science and technology that are too ambitious for legacy institutions to support.Allison DuettmannThe President and CEO of Foresight Institute, Allison Duettmann directs the Intelligent Cooperation, Molecular Machines, Biotech & Health Extension, Neurotech, and Space Programs, alongside Fellowships, Prizes, and Tech Trees. She has also been pivotal in co-initiating the Longevity Prize, pioneering initiatives like Existentialhope.com, and contributing to notable works like "Superintelligence: Coordination & Strategy" and "Gaming the Future".Get Involved with Foresight:Apply to our virtual technical seminars Join our in-person events and workshops Donate: Support Our Work – If you enjoy what we do, please consider this, as we are entirely funded by your donations!Follow Us: Twitter | Facebook | LinkedInNote: Explore every word spoken on this podcast through Fathom.fm, an innovative podcast search engine. Hosted on Acast. See acast.com/privacy for more information.

Zan Huang is a researcher with a passion for alternative computational models in artificial intelligence, mass social patterns, chaotic and emergent systems, and linguistics. Currently focused on scaling deep neural networks through neurologically inspired modularity, he explores critical questions around reducing parameter space, enhancing interpretability, and developing self-similar task divisions akin to brain functionality.Key HighlightsDiscussion of the adaptation of neurological structures for AI, proposing that neuroscience is crucial for understanding intelligence. Argument that certain principles of physics and mathematics apply to biological systems, like the brain, and that these can inform foundational models for AI. Exploration of concepts related to thermodynamics, information theory, and the fractal nature of intelligence. HPresentation of a neuro AI framework that emphasizes self-supervision, streamification, and task prioritization inspired by brain functionality to create more robust AI systems.About Foresight InstituteForesight Institute is a research organization and non-profit that supports the beneficial development of high-impact technologies. Since our founding in 1987 on a vision of guiding powerful technologies, we have continued to evolve into a many-armed organization that focuses on several fields of science and technology that are too ambitious for legacy institutions to support.Allison DuettmannThe President and CEO of Foresight Institute, Allison Duettmann directs the Intelligent Cooperation, Molecular Machines, Biotech & Health Extension, Neurotech, and Space Programs, alongside Fellowships, Prizes, and Tech Trees. She has also been pivotal in co-initiating the Longevity Prize, pioneering initiatives like Existentialhope.com, and contributing to notable works like "Superintelligence: Coordination & Strategy" and "Gaming the Future".Get Involved with Foresight:Apply to our virtual technical seminars Join our in-person events and workshops Donate: Support Our Work – If you enjoy what we do, please consider this, as we are entirely funded by your donations!Follow Us: Twitter | Facebook | LinkedInNote: Explore every word spoken on this podcast through Fathom.fm, an innovative podcast search engine. Hosted on Acast. See acast.com/privacy for more information.

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Zan Huang | Adapting Neurological Structures to AI

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This episode was published on December 6, 2024.

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Zan Huang is a researcher with a passion for alternative computational models in artificial intelligence, mass social patterns, chaotic and emergent systems, and linguistics. Currently focused on scaling deep neural networks through neurologically...

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