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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.
Science: A Four Thousand Year History rewrites science's past. Instead of focussing on difficult experiments and abstract theories, Patricia Fara shows how science has always belonged to the practical world of war, politics, and business. Rather than glorifying scientists as idealized heroes, she tells true stories about real people - men (and some women) who needed to earn their living, who made mistakes, and who trampled down their rivals in their quest for success. Fara sweeps through the centuries, from ancient Babylon right up to the latest hi-tech experiments in genetics and particle physics, illuminating the financial interests, imperial ambitions, and publishing enterprises that have made science the powerful global phenomenon that it is today. She also ranges internationally, illustrating the importance of scientific projects based around the world, from China to the Islamic empire, as well as the more familiar tale of science in Europe, from Copernicus to Charles Darwin and beyond. Above all, this four thousand year history challenges scientific supremacy, arguing controversially that science is successful not because it is always right - but because people have said that it is right.
Dramatic and controversial changes in the funding of science over the past two decades, towards its increasing commercialization, have stimulated a huge literature trying to set out an "economics of science". Whether broadly in favour or against these changes, the vast majority of these frameworks employ ahistorical analyses that cannot conceptualise, let alone address, the questions of "why have these changes occurred?" and "why now?" Nor, therefore, can they offer much insight into the crucial question of future trends. Given the growing importance of science and innovation in an age of both a globalizing knowledge-based economy (itself in crisis) and enormous challenges that demand scientific and technological responses, these are significant gaps in our understanding of important contemporary social processes. This book argues that the fundamental underlying problem in all cases is the ontological shallowness of these theories, which can only be remedied by attention to ontological presuppositions. Conversely, a critical realist approach affords the integration of a realist political economy into the analysis of the economics of science that does afford explicit attention to these crucial questions; a ‘cultural political economy of research and innovation’ (CPERI). Accordingly, the book sets out an introduction to the existing literature on the economics of science together with novel discussion of the field from a critical realist perspective. In arguing thus across levels of abstraction, however, the book also explores how concerted engagement with substantive social enquiry and theoretical debate develops and strengthens critical realism as a philosophical project, rather than simply ‘applying’ it. Divided into two volumes, in this first volume the book explores the ‘top’ and ‘tail’ of the argument, regarding substantive and philosophical aspects. Starting with substantive illustrations, we explore the social challenges associated with the contemporary commercialization of science and the movement towards a knowledge-based bio-economy. Having shown the explanatory benefits of assuming a realist political economy perspective, the book then turns to the task of reconstructing and justifying that theoretical perspective. True to the overall argument regarding attention to ontological presuppositions, this starts with critical realism’s critique of mainstream economics but also develops critical realism itself towards what may be called a ‘transcendental constructivism’.
When humanity first glimpsed planet Earth from space, the unity of the system that supports humankind entered the popular consciousness. The concept of the Earth's atmosphere, biosphere, oceans, soil, and rocks operating as a closely interacting system has rapidly gained ground in science. This new field, involving geographers, geologists, biologists, oceanographers, and atmospheric physicists, is known as Earth System Science. In this Very Short Introduction, Tim Lenton considers how a world in which humans could evolve was created; how, as a species, we are now reshaping that world; and what a sustainable future for humanity within the Earth System might look like. Drawing on elements of geology, biology, chemistry, physics, and mathematics, Lenton asks whether Earth System Science can help guide us onto a sustainable course before we alter the Earth system to the point where we destroy ourselves and our current civilisation. ABOUT THE SERIES: The Very Short Introductions series from Oxford University Press contains hundreds of titles in almost every subject area. These pocket-sized books are the perfect way to get ahead in a new subject quickly. Our expert authors combine facts, analysis, perspective, new ideas, and enthusiasm to make interesting and challenging topics highly readable.
Reprint of the original, first published in 1883.
Livestock shows are an important part of 4-H, but members need to be aware of the disease risks involved when stock from different farms come together in one place. This 3-part curriculum teaches principles and practices of livestock health safety.
Schneider's firsthand account of a scientific and political odyssey, in which he navigates both the turbulent waters of the world's power structures and the arcane theater of academic debaters.
The History and Philosophy of Science: A Reader brings together seminal texts from antiquity to the end of the nineteenth century and makes them accessible in one volume for the first time. With readings from Aristotle, Aquinas, Copernicus, Galileo, Descartes, Newton, Lavoisier, Linnaeus, Darwin, Faraday, and Maxwell, it analyses and discusses major classical, medieval and modern texts and figures from the natural sciences. Grouped by topic to clarify the development of methods and disciplines and the unification of theories, each section includes an introduction, suggestions for further reading and end-of-section discussion questions, allowing students to develop the skills needed to: § read, interpret, and critically engage with central problems and ideas from the history and philosophy of science § understand and evaluate scientific material found in a wide variety of professional and popular settings § appreciate the social and cultural context in which scientific ideas emerge § identify the roles that mathematics plays in scientific inquiry Featuring primary sources in all the core scientific fields - astronomy, physics, chemistry, and the life sciences - The History and Philosophy of Science: A Reader is ideal for students looking to better understand the origins of natural science and the questions asked throughout its history. By taking a thematic approach to introduce influential assumptions, methods and answers, this reader illustrates the implications of an impressive range of values and ideas across the history and philosophy of Western science.
In order to compete in the modern world, any society today must rank education in science, mathematics, and technology as one of its highest priorities. It's a sad but true fact, however, that most Americans are not scientifically literate. International studies of educational performance reveal that U.S. students consistently rank near the bottom in science and mathematics. The latest study of the National Assessment of Educational Progress has found that despite some small gains recently, the average performance of seventeen-year-olds in 1986 remained substantially lower than it had been in 1969. As the world approaches the twenty-first century, American schools-- when it comes to the advancement of scientific knowledge-- seem to be stuck in the Victorian age. In Science for All Americans, F. James Rutherford and Andrew Ahlgren brilliantly tackle this devastating problem. Based on Project 2061, a scientific literacy initiative sponsored by the American Association for the Advancement of Science, this wide-ranging, important volume explores what constitutes scientific literacy in a modern society; the knowledge, skills, and attitudes all students should acquire from their total school experience from kindergarten through high school; and what steps this country must take to begin reforming its system of education in science, mathematics, and technology. Science for All Americans describes the scientifically literate person as one who knows that science, mathematics, and technology are interdependent enterprises with strengths and limitations; who understands key concepts and principles of science; who recognizes both the diversity and unity of the natural world; and who uses scientific knowledge and scientific ways of thinking for personal and social purposes. Its recommendations for educational reform downplay traditional subject categories and instead highlight the connections between them. It also emphasizes ideas and thinking skills over the memorization of specialized vocabulary. For instance, basic scientific literacy means knowing that the chief function of living cells is assembling protein molecules according to the instructions coded in DNA molecules, but does not mean necessarily knowing the terms "ribosome" or "deoxyribonucleic acid." Science, mathematics, and technology will be at the center of the radical changes in the nature of human existence that will occur during the next life span; therefore, preparing today's children for tomorrow's world must entail a solid education in these areas. Science for All Americans will help pave the way for the necessary reforms in America's schools.