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Episode description

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The Fabric of Knowledge - David Spivak

Machine Learning Street Talk (MLST)

Sep 05, 2024•46 min•Transcript available on Metacast

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Episode 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