The Book of Why

This book by Judea Pearl has been genuinely recommended 2 times on Lex Fridman. The people who vouched for it on air: Dileep George, Lex Fridman. It comes up in conversations about brain health, consciousness, productivity & performance. The earliest recommendation we indexed is from Dec 2019 and the most recent from Aug 2020. Every quote below is verbatim, attributed, and linked to the exact second it was said. Sourced expert opinion, not medical advice.

A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence “Correlation is not causation.” This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality-the study of cause and effect-on a firm scientific basis.

• “the book of why is definitely more enjoyable oh for sure yeah um so yeah so i would i would recommend probabilistic reasoning in intelligent systems”

  Why it counts as a recommendation: “the book of why is definitely more enjoyable”
  Dileep George · Lex Fridman Podcast · Aug 202001:59:24

  Said during "Dileep George: Brain-Inspired AI | Lex Fridman Podcast #115". The episode features Dileep George: Researcher at the intersection of neuroscience and AI, co-founder of Vicarious (with Scott Phoenix) and formerly Numenta (with Jeff Hawkins and Donna Dubinsky). Known for hierarchical temporal memory and the Recursive Cortical Network. Vicarious co-founder Dileep George argues true AI must be brain-inspired, model the world, and run simulations rather than just scale up text prediction.

• “I recommend his most recent book called "Book of Why" that presents key ideas from a lifetime of work in a way that is accessible to the general public.”

  Why it counts as a recommendation: “I recommend his most recent book”
  Lex Fridman · Lex Fridman Podcast · Dec 201900:00:32

  Said during "Judea Pearl: Causal Reasoning, Counterfactuals, and the Path to AGI | Lex Fridman Podcast #56". The episode features Judea Pearl: UCLA professor and Turing Award winner who pioneered Bayesian networks and the mathematics of causality. A seminal figure in AI, computer science, and statistics, and author of The Book of Why. Turing Award winner Judea Pearl argues that causal reasoning, not deep learning's curve-fitting, is the missing path to true machine intelligence.