In 'The Book of Why', Judea Pearl and Dana Mackenzie unveil the profound concepts of causality and its pivotal role in understanding the world around us. They challenge traditional statistical methods, introducing the causal revolution that will change how we interpret data. Through captivating anecdotes and accessible explanations, the authors reveal the tools necessary to discern cause from correlation. Readers will be drawn into the mystery of why things happen, unfolding layers of knowledge that provoke deeper inquiry. This book is not just about statistics; it's a pathway to mastering the art of reasoning itself.
By Judea Pearl, Dana Mackenzie
Published: 2018
"The power of causal thinking is the key to unlocking the mysteries of the universe, allowing us to transform mere correlation into profound understanding."
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. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
Showing 8 of 29 similar books
Lex Fridman is an artificial intelligence researcher, podcaster, and MIT professor, known for his work in autonomous vehicles, robotics, and deep learning. Fridman has gained widespread popularity through his podcast, Lex Fridman Podcast, where he interviews leading thinkers in science, technology, and philosophy, exploring topics like AI, consciousness, and the future of humanity. His academic work focuses on human-centered AI, aiming to create machines that can better understand and interact with humans. Fridman’s ability to distill complex topics into accessible conversations has earned him a large following, and his podcast is known for its thoughtful, in-depth discussions with some of the brightest minds of our time. He is also an advocate for the responsible development of AI, emphasizing the ethical implications of this rapidly advancing technology. Outside of academia and podcasting, Fridman is a practitioner of jiu-jitsu and frequently speaks about the importance of discipline and continuous learning.
Jan Losert is a visionary author and digital design expert, renowned for his contributions to the intersection of technology and creativity. His most significant work includes co-authoring "Design Systems Handbook," which has become a seminal guide for creating cohesive and efficient design frameworks. Losert's expertise extends to his role as a speaker and educator, where he passionately shares his insights on user experience and interface design. In addition to his literary achievements, he co-founded several successful startups, leveraging his deep understanding of design to drive innovation. His work continues to influence and inspire both emerging and established designers worldwide.
Bret Victor is a renowned American interface designer and computer scientist celebrated for his innovative contributions to interactive design and human-computer interaction. He is best known for creating dynamic, explorable explanations, which have significantly influenced the way educational content is presented and understood. Victor's seminal work, "Inventing on Principle," advocates for the integration of immediate feedback in creative processes, inspiring a new wave of interactive programming environments. As a former member of the Apple Human Interface team, he played a pivotal role in shaping modern user interfaces. Through his organization, Dynamicland, Victor continues to explore and expand the boundaries of immersive, collaborative computing environments.
Bryan Johnson is an American entrepreneur, investor, and futurist, best known for founding Braintree, a payments company that was acquired by PayPal, and Kernel, a company focused on developing brain-computer interfaces. Johnson is deeply interested in advancing human cognition and longevity through technological innovation. His work at Kernel seeks to better understand the brain and its potential to enhance human intelligence. He is also the founder of OS Fund, which invests in companies tackling complex, world-changing problems in areas like health and energy. Johnson is a strong advocate for using technology to extend human potential and reshape the future of humanity.
Joe Rogan is a multifaceted American entertainer known primarily for his work as a comedian, podcast host, and commentator. He gained widespread recognition through his immensely popular podcast, "The Joe Rogan Experience," which has featured in-depth conversations with a diverse array of guests, including scientists, celebrities, and politicians. Though not primarily known for literature, Rogan has contributed to the field with his thought-provoking discussions that often explore philosophical and intellectual ideas. Additionally, he has authored the book "Mastering the Rubber Guard," which delves into Brazilian Jiu-Jitsu techniques, showcasing his expertise in martial arts. Rogan's influence extends beyond traditional media, impacting contemporary discourse through his unique blend of humor, curiosity, and critical thinking.
Jake Knapp is an author, designer, and creator of the Design Sprint process, a five-day method for solving complex problems and testing new ideas through prototyping. Knapp developed the Sprint process while working at Google Ventures, where it was used to help startups rapidly iterate and improve their products. He later co-authored the book Sprint, which has become a go-to resource for teams looking to streamline their creative processes and get better results in less time. Knapp's work focuses on productivity, creativity, and collaboration, with a particular emphasis on helping people do more meaningful work in shorter timeframes. His innovative approach to problem-solving has been adopted by companies worldwide, from small startups to large enterprises. In addition to his work on Sprints, Knapp is also a speaker and consultant, helping teams and organizations implement better practices for innovation and productivity. His work emphasizes the importance of focus, experimentation, and rapid feedback in driving success.
Jon Stewart is an American comedian, writer, and former host of The Daily Show, where he gained fame for his satirical take on news and politics. Stewart transformed The Daily Show into a critical voice in American media, blending humor with hard-hitting commentary on political and social issues. After stepping down from the show, Stewart has continued to advocate for causes like 9/11 first responders and veterans' rights. He is also a filmmaker, directing the political satire film Irresistible. Stewart remains a significant figure in American culture, known for his wit, activism, and influence on political discourse.
Cleo Abram is a distinguished journalist and content creator known for her incisive storytelling and engaging multimedia presentations. She gained widespread recognition as a producer and host for Vox's acclaimed series, "Glad You Asked," where she explored complex topics with clarity and depth. Abram's work often intersects with technology and culture, making intricate subjects accessible to a broad audience. In addition to her journalistic endeavors, she has contributed thought-provoking essays and articles to various esteemed publications. Her innovative approach to storytelling continues to influence and inspire both readers and aspiring journalists.
Showing 8 of 15 related collections
“The power of causal thinking is the key to unlocking the mysteries of the universe, allowing us to transform mere correlation into profound understanding.”
The Book of Why
By Judea Pearl, Dana Mackenzie
Discover a world of knowledge through our extensive collection of book summaries.
Judea Pearl is a renowned computer scientist and philosopher best known for his pioneering work in artificial intelligence and statistics. He is the author of several influential books, including "Causality: Models, Reasoning, and Inference," which has become a foundational text in the field of causal inference. Pearl's writing is characterized by its clarity, rigor, and the ability to bridge complex theoretical concepts with practical applications. His contributions have not only advanced the field of AI but have also significantly influenced fields such as social sciences and epidemiology.
Dana Mackenzie is a distinguished author and mathematician known for his engaging exploration of mathematical concepts in literature. He is the author of notable works such as 'The Universe in Zero Words' and 'The Big Splat, or How Our Moon Came to Be', which blends narrative with scientific inquiry. Mackenzie’s writing is characterized by its clarity, creativity, and ability to make complex ideas accessible to a broad audience. He holds a Ph.D. in mathematics, and his background informs his ability to communicate intricate subjects with enthusiasm and insight.
Key information about the book.
Buy on Amazon
Buy via BookShopSupport local bookstores: BookShop gives a portion of each sale to independent bookshops!
In "Nudge," behavioral economists Richard Thaler and Cass Sunstein unveil the subtle art of influencing choices and shaping outcomes without restricting freedom. They explore how small, seemingly insignificant changes in the way options are presented can lead to drastically improved decisions in health, finance, and overall happiness. With compelling real-world examples and engaging insights, the authors demonstrate how understanding human psychology can empower individuals and policymakers alike. Dive into a world where choice architecture transforms lives and reshapes society's approach to welfare. Discover the hidden nudges that could change everything about the way we choose!
In 'The Undoing Project', Michael Lewis explores the groundbreaking collaboration between two Israeli psychologists, Daniel Kahneman and Amos Tversky, whose revolutionary theories on decision-making changed our understanding of human rationality. Their research reveals the cognitive biases that influence our choices, often leading us astray in unexpected ways. Through compelling anecdotes and vivid storytelling, Lewis uncovers how their work not only transformed psychology but also impacted economics, medicine, and public policy. As their friendship deepens amid professional triumphs and personal struggles, the book delves into the complexities of the human mind and the power of perspective. Will their insights lead to a newfound awareness of our own thought processes? Discover the fascinating tale behind the science of thinking.
In 'The Social Animal', Joshua and Elliot Aronson explore the psychological and social forces shaping human behavior through rich anecdotes and groundbreaking research. The authors take readers on a journey through the intricacies of love, hate, and the powerful influence of social contexts on individual decisions. Juxtaposing captivating storytelling with scientific insights, they unravel the complexities of conformity, prejudice, and self-identity. This thought-provoking exploration challenges our understanding of what it means to be human in a social world. Prepare to question your beliefs and see the connections between psychology and everyday life like never before.
In '12 Rules for Life', psychologist Jordan B. Peterson distills life lessons from psychology, philosophy, and mythology into twelve profound principles for personal growth. Each rule invites readers to confront the chaos of existence and embrace responsibility, guiding them toward meaning and order. Peterson's compelling narratives and incisive insights challenge conventional wisdom, urging self-reflection and accountability. As readers navigate through the complexities of life, they discover how to build a stable foundation for themselves and their communities. This thought-provoking book promises to provoke deep contemplation and inspire transformative change.
In 'Mistakes Were Made (but Not by Me)', Carol Tavris and Elliot Aronson explore the psychological mechanisms of self-justification and the often-unconscious ways we avoid admitting our wrongs. With compelling examples from history, psychology, and personal anecdotes, the authors reveal why people, from individuals to large organizations, refuse to accept accountability. This thought-provoking book challenges readers to confront their own biases and the cognitive dissonance that influences decision-making. Will you choose to embrace the discomfort of acknowledging your mistakes? Dive into this enlightening read and discover the profound impact of accountability on personal growth and relationships.
In 'Confidence Game', Christine S. Richard explores the intricate world of con artists and the psychology behind their manipulative tactics. Through gripping narratives and real-life examples, she unveils how trust can be both a weapon and a tool for deception. The book dives deep into the profiles of scammers and the unsuspecting victims who fall prey to their schemes. As Richard distinguishes between genuine confidence and deceitful charm, readers are left questioning their own perceptions of trust. This thrilling exploration of manipulation will make you rethink the nature of confidence itself.
In 'Why Buddhism is True', Robert Wright explores the intersections of modern psychology and ancient Buddhist philosophy, revealing how mindfulness can enhance our understanding of reality. He delves into the science of the mind, explaining why our thoughts often deceive us and how Buddhism offers a remedy. Through engaging anecdotes and thought-provoking insights, Wright demonstrates that the principles of Buddhism can lead to a more fulfilling life. He challenges readers to rethink their beliefs and consider the benefits of a Buddhist approach to pain and suffering. Will you discover the truth that can liberate your mind?
In 'The Power of Persuasion,' Robert Levine unravels the intricate mechanisms behind influence and manipulation in everyday life. Drawing on captivating psychology studies and compelling anecdotes, he reveals how our choices are often swayed without our awareness. Levine exposes the techniques used by advertisers, politicians, and even friends to guide our decisions, prompting readers to reflect on their own susceptibility. This eye-opening exploration challenges your understanding of free will and personal agency. Are you ready to discover the hidden forces that shape your thoughts and actions?
Download our mobile app to enjoy your favorite books on the go. Get access to exclusive features, offline listening, and personalized recommendations.
