DiscoverMachine Learning Street Talk (MLST)The Fabric of Knowledge - David Spivak
The Fabric of Knowledge - David Spivak

The Fabric of Knowledge - David Spivak

Update: 2024-09-05
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Description

David Spivak, a mathematician known for his work in category theory, discusses a wide range of topics related to intelligence, creativity, and the nature of knowledge. He explains category theory in simple terms and explores how it relates to understanding complex systems and relationships.




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We discuss abstract concepts like collective intelligence, the importance of embodiment in understanding the world, and how we acquire and process knowledge. Spivak shares his thoughts on creativity, discussing where it comes from and how it might be modeled mathematically.




A significant portion of the discussion focuses on the impact of artificial intelligence on human thinking and its potential role in the evolution of intelligence. Spivak also touches on the importance of language, particularly written language, in transmitting knowledge and shaping our understanding of the world.




David Spivak


http://www.dspivak.net/




TOC:


00:00:00 Introduction to category theory and functors


00:04:40 Collective intelligence and sense-making


00:09:54 Embodiment and physical concepts in knowledge acquisition


00:16:23 Creativity, open-endedness, and AI's impact on thinking


00:25:46 Modeling creativity and the evolution of intelligence


00:36:04 Evolution, optimization, and the significance of AI


00:44:14 Written language and its impact on knowledge transmission




REFS:


Mike Levin's work


https://scholar.google.com/citations?user=luouyakAAAAJ&hl=en


Eric Smith's videos on complexity and early life


https://www.youtube.com/watch?v=SpJZw-68QyE


Richard Dawkins' book "The Selfish Gene"


https://amzn.to/3X73X8w


Carl Sagan's statement about the cosmos knowing itself


https://amzn.to/3XhPruK


Herbert Simon's concept of "satisficing"


https://plato.stanford.edu/entries/bounded-rationality/


DeepMind paper on open-ended systems


https://arxiv.org/abs/2406.04268


Karl Friston's work on active inference


https://direct.mit.edu/books/oa-monograph/5299/Active-InferenceThe-Free-Energy-Principle-in-Mind


MIT category theory lectures by David Spivak (available on the Topos Institute channel)


https://www.youtube.com/watch?v=UusLtx9fIjs

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The Fabric of Knowledge - David Spivak

The Fabric of Knowledge - David Spivak

Machine Learning Street Talk (MLST)