Judea Pearl: Causal Networks | AI Podcast Clips

Full episode with Judea Pearl (Dec 2019):    • Judea Pearl: Causal Reasoning, Counterfact...   Clips channel (Lex Clips):    / lexclips   Main channel (Lex Fridman):    / lexfridman   (more links below) Podcast full episodes playlist:    • Lex Fridman Podcast   Podcasts clips playlist:    • Lex Fridman Podcast Clips   Podcast website: https://lexfridman.com/ai Podcast on Apple Podcasts (iTunes): https://apple.co/2lwqZIr Podcast on Spotify: https://spoti.fi/2nEwCF8 Podcast RSS: https://lexfridman.com/category/ai/feed/ Judea Pearl is a professor at UCLA and a winner of the Turing Award, that's generally recognized as the Nobel Prize of computing. He is one of the seminal figures in the field of artificial intelligence, computer science, and statistics. He has developed and championed probabilistic approaches to AI, including Bayesian Networks and profound ideas in causality in general. These ideas are important not just for AI, but to our understanding and practice of science. But in the field of AI, the idea of causality, cause and effect, to many, lies at the core of what is currently missing and what must be developed in order to build truly intelligent systems. For this reason, and many others, his work is worth returning to often. Subscribe to this YouTube channel or connect on: Twitter:   / lexfridman   LinkedIn:   / lexfridman   Facebook:   / lexfridman   Instagram:   / lexfridman   Medium:   / lexfridman   Support on Patreon:   / lexfridman