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.

Philosophers have long been fascinated by the connection between cause and effect: are 'causes' things we can experience, or are they concepts provided by our minds? The study of causation goes back to Aristotle, but resurged with David Hume and Immanuel Kant, and is now one of the most important topics in metaphysics. Most of the recent work done in this area has attempted to place causation in a deterministic, scientific, worldview. But what about the unpredictable and chancey world we actually live in: can one theory of causation cover all instances of cause and effect? Cause and Chance: Causation in an Indeterministic World is a collection of specially written papers by world-class metaphysicians. Its focus is the problem facing the 'reductionist' approach to causation: the attempt to cover all types of causation, deterministic and indeterministic, with one basic theory. Contributors: Stephen Barker, Helen Beebee, Phil Dowe, Dorothy Edgington, Doug Ehring, Chris Hitchcock, Igal Kwart, Paul Noordhof, Murali Ramachandran and Michael Tooley.

New York Times Bestseller Robert Lustig’s 90-minute YouTube video “Sugar: The Bitter Truth”, has been viewed more than three million times. Now, in this much anticipated book, he documents the science and the politics that has led to the pandemic of chronic disease over the last 30 years. In the late 1970s when the government mandated we get the fat out of our food, the food industry responded by pouring more sugar in. The result has been a perfect storm, disastrously altering our biochemistry and driving our eating habits out of our control. To help us lose weight and recover our health, Lustig presents personal strategies to readjust the key hormones that regulate hunger, reward, and stress; and societal strategies to improve the health of the next generation. Compelling, controversial, and completely based in science, Fat Chance debunks the widely held notion to prove “a calorie is NOT a calorie”, and takes that science to its logical conclusion to improve health worldwide.

In recent decades, the analysis of causal relations has become a topic of central importance in analytic philosophy. More recently, dispositional properties have also become objects of intense study. Both of these phenomena appear to be intimately related to counterfactual conditionals and other modal phenomena such as objective chance, but little work has been done to directly relate them. Dispositions and Causes contains ten essays by scholars working in both metaphysics and in philosophy of science, examining the relation between dispositional and causal concepts. Particular issues discussed include the possibility of reducing dispositions to causes, and vice versa; the possibility of a nominalist theory of causal powers; the attempt to reduce all metaphysical necessity to dispositional properties; the relationship between dispositions, causes, and laws of nature; the role of causal capacities in explaining the success of scientific inquiry; the grounding of dispositions and causes in objective chances; and the type of causal power required for free agency. The introductory chapter contains a detailed overview of recent work in the area, providing a helpful entry to the literature for non-specialists.

Fooled by Randomness is a standalone book in Nassim Nicholas Taleb’s landmark Incerto series, an investigation of opacity, luck, uncertainty, probability, human error, risk, and decision-making in a world we don’t understand. The other books in the series are The Black Swan, Antifragile, Skin in the Game, and The Bed of Procrustes. Fooled by Randomness is the word-of-mouth sensation that will change the way you think about business and the world. Nassim Nicholas Taleb–veteran trader, renowned risk expert, polymathic scholar, erudite raconteur, and New York Times bestselling author of The Black Swan–has written a modern classic that turns on its head what we believe about luck and skill. This book is about luck–or more precisely, about how we perceive and deal with luck in life and business. Set against the backdrop of the most conspicuous forum in which luck is mistaken for skill–the world of trading–Fooled by Randomness provides captivating insight into one of the least understood factors in all our lives. Writing in an entertaining narrative style, the author tackles major intellectual issues related to the underestimation of the influence of happenstance on our lives. The book is populated with an array of characters, some of whom have grasped, in their own way, the significance of chance: the baseball legend Yogi Berra; the philosopher of knowledge Karl Popper; the ancient world’s wisest man, Solon; the modern financier George Soros; and the Greek voyager Odysseus. We also meet the fictional Nero, who seems to understand the role of randomness in his professional life but falls victim to his own superstitious foolishness. However, the most recognizable character of all remains unnamed–the lucky fool who happens to be in the right place at the right time–he embodies the “survival of the least fit.” Such individuals attract devoted followers who believe in their guru’s insights and methods. But no one can replicate what is obtained by chance. Are we capable of distinguishing the fortunate charlatan from the genuine visionary? Must we always try to uncover nonexistent messages in random events? It may be impossible to guard ourselves against the vagaries of the goddess Fortuna, but after reading Fooled by Randomness we can be a little better prepared. Named by Fortune One of the Smartest Books of All Time A Financial Times Best Business Book of the Year

This volume provides cutting-edge research on Aristotle's Physics, taking into account recent changes in the field of Aristotle.

O'Leary provides by far the broadast overview yet of the ID movement. she quotes ID leaders such as Phillip Johnson, William Dembski and Michael Behe. she also quotes their sternest critics, including Richard Dawkins, Stephen J. Gould and Michael Ruse. She writes about the Wedge movement, DNA, the age of the Earth, the search for extraterrestrial life, the teaching of ID in schools, and the monarch butterfly. She anticipates the culmination of the ID revolution by writing that Darwinism "was part of our folklore." Yet the evolutionary tales she relates are still widely taught as fact in many schools. This well organized guidebook of O'Leary's journey through the world of Intelligent Design has the potential to lead many of the next generation away from the evolutionary fables that now pass for science. Her book is must reading for anyone who wants to understand the history and significance of the Intelligent Design movement. It also belongs in college and even high school classrooms. Forrest M. Mims III, U.S. science journalist Denyse O'Leary has been a freelance writer since 1971. She specializes in science news of interest to faith communities for such publications as Christianity Today, Faith Today, and the Christian Times. She is the author of several titles including Faith@Science: Why Science Needs Faith in the Twenty-First Century, and it the Faith and Science columnist for ChristianWeek. She has written for newspapers, magazines, book publishers, and trade jounals, including the Globe & Mail, the Toronto Star, and Canadian Living.