The Atlas of AI

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Author :
Publisher : Yale University Press
ISBN 13 : 0300209576
Total Pages : 336 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis The Atlas of AI by : Kate Crawford

Download or read book The Atlas of AI written by Kate Crawford and published by Yale University Press. This book was released on 2021-04-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind "automated" services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

The Atlas of AI

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Author :
Publisher : Yale University Press
ISBN 13 : 0300252390
Total Pages : 336 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis The Atlas of AI by : Kate Crawford

Download or read book The Atlas of AI written by Kate Crawford and published by Yale University Press. This book was released on 2021-04-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind “automated” services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

Adult Themes: Rewriting the Rules of Adulthood

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Author :
Publisher : Macmillan Publishers Aus.
ISBN 13 : 1741971209
Total Pages : 366 pages
Book Rating : 4.7/5 (419 download)

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Book Synopsis Adult Themes: Rewriting the Rules of Adulthood by : Kate Crawford

Download or read book Adult Themes: Rewriting the Rules of Adulthood written by Kate Crawford and published by Macmillan Publishers Aus.. This book was released on 2007-11-10 with total page 366 pages. Available in PDF, EPUB and Kindle. Book excerpt: Is adulthood in crisis? Why are so many people rejecting the traditional path of marriage, mortgage and a fast-track career? Are we facing an immaturity epidemic? In this provocative, humorous and persuasive book, Kate Crawford takes a close look at the conventional packaging of adulthood. The idealised picture of the wedding ring, picket fence and career-for-life no longer reflects how a growing number of Australians live. Commentators wring their hands over commitment-phobic, apolitical "adultescents" permanently plugged into iPods, and decry the loss of values. But they're missing the larger picture. The way we work, find homes, form families and engage in politics and culture has radically transformed. Crawford argues that it's time the debates on social values recognised the variety of ways that we choose to live. Equal parts media critique and manifesto, Adult Themes is an inspiring call to arms for those who know that being "adult" goes beyond home renovation, getting hitched and a gold watch on retirement. This book explodes the generational stereotypes and myths of perpetual adolescence to reveal the economic and cultural shifts that affect us all.

The Alignment Problem: Machine Learning and Human Values

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Author :
Publisher : W. W. Norton & Company
ISBN 13 : 039363583X
Total Pages : 459 pages
Book Rating : 4.3/5 (936 download)

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Book Synopsis The Alignment Problem: Machine Learning and Human Values by : Brian Christian

Download or read book The Alignment Problem: Machine Learning and Human Values written by Brian Christian and published by W. W. Norton & Company. This book was released on 2020-10-06 with total page 459 pages. Available in PDF, EPUB and Kindle. Book excerpt: A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole—and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

The Political Philosophy of AI

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Author :
Publisher : John Wiley & Sons
ISBN 13 : 1509548556
Total Pages : 176 pages
Book Rating : 4.5/5 (95 download)

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Book Synopsis The Political Philosophy of AI by : Mark Coeckelbergh

Download or read book The Political Philosophy of AI written by Mark Coeckelbergh and published by John Wiley & Sons. This book was released on 2022-01-31 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: Political issues people care about such as racism, climate change, and democracy take on new urgency and meaning in the light of technological developments such as AI. How can we talk about the politics of AI while moving beyond mere warnings and easy accusations? This is the first accessible introduction to the political challenges related to AI. Using political philosophy as a unique lens through which to explore key debates in the area, the book shows how various political issues are already impacted by emerging AI technologies: from justice and discrimination to democracy and surveillance. Revealing the inherently political nature of technology, it offers a rich conceptual toolbox that can guide efforts to deal with the challenges raised by what turns out to be not only artificial intelligence but also artificial power. This timely and original book will appeal to students and scholars in philosophy of technology and political philosophy, as well as tech developers, innovation leaders, policy makers, and anyone interested in the impact of technology on society.​

The AI Economy

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Author :
Publisher : Nicholas Brealey
ISBN 13 : 1473696208
Total Pages : 422 pages
Book Rating : 4.4/5 (736 download)

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Book Synopsis The AI Economy by : Roger Bootle

Download or read book The AI Economy written by Roger Bootle and published by Nicholas Brealey. This book was released on 2019-11-26 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: Gold winner in Business Technology category, 2020 Axiom Business Book Awards Extraordinary innovations in technology promise to transform the world, but how realistic is the claim that AI will change our lives? In this much needed book the acclaimed economist Roger Bootle responds to the fascinating economic questions posed by the age of the robot, steering a path away from tech jargon and alarmism towards a rational explanation of the ways in which the AI revolution will affect us all. Tackling the implications of Artificial Intelligence on growth, productivity, inflation and the distribution of wealth and power, THE AI ECONOMY also examines coming changes to the the way we educate, work and spend our leisure time. A fundamentally optimistic view which will help you plan for changing times, this book explains AI and leads you towards a more certain future. Extraordinary innovations in technology promise to transform the world, but how realistic is the claim that AI will change our lives? In this much needed book the acclaimed economist Roger Bootle responds to the fascinating economic questions posed by the age of the robot, steering a path away from tech jargon and alarmism towards a rational explanation of the ways in which the AI revolution will affect us all. Tackling the implications of Artificial Intelligence on growth, productivity, inflation and the distribution of wealth and power, THE AI ECONOMY also examines coming changes to the the way we educate, work and spend our leisure time. A fundamentally optimistic view which will help you plan for changing times, this book explains AI and leads you towards a more certain future.

Artificial Intelligence: Theory and Applications

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Author :
Publisher : Springer Nature
ISBN 13 : 3030727114
Total Pages : 353 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Artificial Intelligence: Theory and Applications by : Endre Pap

Download or read book Artificial Intelligence: Theory and Applications written by Endre Pap and published by Springer Nature. This book was released on 2021-07-15 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an up-to-date collection, in AI and environmental research, related to the project ATLAS. AI is used for gaining an understanding of complex research phenomena in the environmental sciences, encompassing heterogeneous, noisy, inaccurate, uncertain, diverse spatio-temporal data and processes. The first part of the book covers new mathematics in the field of AI: aggregation functions with special classes such as triangular norms and copulas, pseudo-analysis, and the introduction to fuzzy systems and decision making. Generalizations of the Choquet integral with applications in decision making as CPT are presented. The second part of the book is devoted to AI in the geo-referenced air pollutants and meteorological data, image processing, machine learning, neural networks, swarm intelligence, robotics, mental well-being and data entry errors. The book is intended for researchers in AI and experts in environmental sciences as well as for Ph.D. students.

New Laws of Robotics

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Author :
Publisher : Harvard University Press
ISBN 13 : 0674975227
Total Pages : 345 pages
Book Rating : 4.6/5 (749 download)

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Book Synopsis New Laws of Robotics by : Frank Pasquale

Download or read book New Laws of Robotics written by Frank Pasquale and published by Harvard University Press. This book was released on 2020-10-27 with total page 345 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI is poised to disrupt our work and our lives. We can harness these technologies rather than fall captive to them—but only through wise regulation. Too many CEOs tell a simple story about the future of work: if a machine can do what you do, your job will be automated. They envision everyone from doctors to soldiers rendered superfluous by ever-more-powerful AI. They offer stark alternatives: make robots or be replaced by them. Another story is possible. In virtually every walk of life, robotic systems can make labor more valuable, not less. Frank Pasquale tells the story of nurses, teachers, designers, and others who partner with technologists, rather than meekly serving as data sources for their computerized replacements. This cooperation reveals the kind of technological advance that could bring us all better health care, education, and more, while maintaining meaningful work. These partnerships also show how law and regulation can promote prosperity for all, rather than a zero-sum race of humans against machines. How far should AI be entrusted to assume tasks once performed by humans? What is gained and lost when it does? What is the optimal mix of robotic and human interaction? New Laws of Robotics makes the case that policymakers must not allow corporations or engineers to answer these questions alone. The kind of automation we get—and who it benefits—will depend on myriad small decisions about how to develop AI. Pasquale proposes ways to democratize that decision making, rather than centralize it in unaccountable firms. Sober yet optimistic, New Laws of Robotics offers an inspiring vision of technological progress, in which human capacities and expertise are the irreplaceable center of an inclusive economy.

Your Computer Is on Fire

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Author :
Publisher : MIT Press
ISBN 13 : 026253973X
Total Pages : 417 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Your Computer Is on Fire by : Thomas S. Mullaney

Download or read book Your Computer Is on Fire written by Thomas S. Mullaney and published by MIT Press. This book was released on 2021-03-09 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: Technology scholars declare an emergency: attention must be paid to the inequality, marginalization, and biases woven into our technological systems. This book sounds an alarm: we can no longer afford to be lulled into complacency by narratives of techno-utopianism, or even techno-neutrality. We should not be reassured by such soothing generalities as "human error," "virtual reality," or "the cloud." We need to realize that nothing is virtual: everything that "happens online," "virtually," or "autonomously" happens offline first, and often involves human beings whose labor is deliberately kept invisible. Everything is IRL. In Your Computer Is on Fire, technology scholars train a spotlight on the inequality, marginalization, and biases woven into our technological systems.

Pharmako-Al

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Author :
Publisher : Lingua Ignota Books
ISBN 13 : 9781838003906
Total Pages : 232 pages
Book Rating : 4.0/5 (39 download)

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Book Synopsis Pharmako-Al by : K Allado-McDowell

Download or read book Pharmako-Al written by K Allado-McDowell and published by Lingua Ignota Books. This book was released on 2020-09-28 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first book to be co-written with the language AI GPT-3, exploring selfhood, ecology and technology. During the first summer of the coronavirus pandemic, a diary entry by K Allado-McDowell initiates an experimental conversation with the AI language model GPT-3. Over the course of a fortnight, their exchange rapidly unfolds into a labyrinthine exploration of memory, language and cosmology. The first book to be co-created with the emergent AI, Pharmako-AI takes a hallucinatory journey into selfhood, ecology and intelligence via cyberpunk, ancestry and biosemiotics. Through a writing process akin to musical improvisation, Allado-McDowell and GPT-3 together offer a fractal poetics of AI and a glimpse into the future of literature. Pharmako-AI reimagines cybernetics for a world facing multiple crises, with profound implications for how we see ourselves, nature and technology in the 21st century.

The Handbook of Artificial Intelligence

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Author :
Publisher : Butterworth-Heinemann
ISBN 13 : 1483214389
Total Pages : 443 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis The Handbook of Artificial Intelligence by : Avron Barr

Download or read book The Handbook of Artificial Intelligence written by Avron Barr and published by Butterworth-Heinemann. This book was released on 2014-05-12 with total page 443 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Artificial Intelligence, Volume II focuses on the improvements in artificial intelligence (AI) and its increasing applications, including programming languages, intelligent CAI systems, and the employment of AI in medicine, science, and education. The book first elaborates on programming languages for AI research and applications-oriented AI research. Discussions cover scientific applications, teiresias, applications in chemistry, dependencies and assumptions, AI programming-language features, and LISP. The manuscript then examines applications-oriented AI research in medicine and education, including ICAI systems design, intelligent CAI systems, medical systems, and other applications of AI to education. The manuscript explores automatic programming, as well as the methods of program specification, basic approaches, and automatic programming systems. The book is a valuable source of data for computer science experts and researchers interested in conducting further research in artificial intelligence.

The Myth of Artificial Intelligence

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Author :
Publisher : Harvard University Press
ISBN 13 : 0674983513
Total Pages : 321 pages
Book Rating : 4.6/5 (749 download)

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Book Synopsis The Myth of Artificial Intelligence by : Erik J. Larson

Download or read book The Myth of Artificial Intelligence written by Erik J. Larson and published by Harvard University Press. This book was released on 2021-04-06 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: “Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.

Oxford Handbook of Ethics of AI

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Author :
Publisher : Oxford University Press
ISBN 13 : 0190067411
Total Pages : 1000 pages
Book Rating : 4.1/5 (9 download)

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Book Synopsis Oxford Handbook of Ethics of AI by : Markus D. Dubber

Download or read book Oxford Handbook of Ethics of AI written by Markus D. Dubber and published by Oxford University Press. This book was released on 2020-06-30 with total page 1000 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume tackles a quickly-evolving field of inquiry, mapping the existing discourse as part of a general attempt to place current developments in historical context; at the same time, breaking new ground in taking on novel subjects and pursuing fresh approaches. The term "A.I." is used to refer to a broad range of phenomena, from machine learning and data mining to artificial general intelligence. The recent advent of more sophisticated AI systems, which function with partial or full autonomy and are capable of tasks which require learning and 'intelligence', presents difficult ethical questions, and has drawn concerns from many quarters about individual and societal welfare, democratic decision-making, moral agency, and the prevention of harm. This work ranges from explorations of normative constraints on specific applications of machine learning algorithms today-in everyday medical practice, for instance-to reflections on the (potential) status of AI as a form of consciousness with attendant rights and duties and, more generally still, on the conceptual terms and frameworks necessarily to understand tasks requiring intelligence, whether "human" or "A.I."

The Democratic Surround

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Author :
Publisher : University of Chicago Press
ISBN 13 : 022606414X
Total Pages : 374 pages
Book Rating : 4.2/5 (26 download)

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Book Synopsis The Democratic Surround by : Fred Turner

Download or read book The Democratic Surround written by Fred Turner and published by University of Chicago Press. This book was released on 2013-12-04 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: A “smart and fascinating” reassessment of postwar American culture and the politics of the 1960s from the author of From Counterculture to Cyberculture (Reason Magazine). We tend to think of the sixties as an explosion of creative energy and freedom that arose in direct revolt against the social restraint and authoritarian hierarchy of the early Cold War years. Yet, as Fred Turner reveals in The Democratic Surround, the decades that brought us the Korean War and communist witch hunts also witnessed an extraordinary turn toward explicitly democratic, open, and inclusive ideas of communication—and with them new, flexible models of social order. Surprisingly, he shows that it was this turn that brought us the revolutionary multimedia and wild-eyed individualism of the 1960s counterculture. In this prequel to his celebrated book From Counterculture to Cyberculture, Turner rewrites the history of postwar America, showing how in the 1940s and ‘50s American liberalism offered a far more radical social vision than we now remember. He tracks the influential mid-century entwining of Bauhaus aesthetics with American social science and psychology. From the Museum of Modern Art in New York to the New Bauhaus in Chicago and Black Mountain College in North Carolina, Turner shows how some of the best-known artists and intellectuals of the forties developed new models of media, new theories of interpersonal and international collaboration, and new visions of an open, tolerant, and democratic self in direct contrast to the repression and conformity associated with the fascist and communist movements. He then shows how their work shaped some of the most significant media events of the Cold War, including Edward Steichen’s Family of Man exhibition, the multimedia performances of John Cage, and, ultimately, the psychedelic Be-Ins of the sixties. Turner demonstrates that by the end of the 1950s this vision of the democratic self and the media built to promote it would actually become part of the mainstream, even shaping American propaganda efforts in Europe. Overturning common misconceptions of these transformational years, The Democratic Surround shows just how much the artistic and social radicalism of the sixties owed to the liberal ideals of Cold War America, a democratic vision that still underlies our hopes for digital media today. “Brilliant . . . [an] excellent and thought-provoking book.” —Tropics of Meta

Artificial Intelligence in Surgery: Understanding the Role of AI in Surgical Practice

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Author :
Publisher : McGraw Hill Professional
ISBN 13 : 1260452743
Total Pages : 432 pages
Book Rating : 4.2/5 (64 download)

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Book Synopsis Artificial Intelligence in Surgery: Understanding the Role of AI in Surgical Practice by : Daniel A. Hashimoto

Download or read book Artificial Intelligence in Surgery: Understanding the Role of AI in Surgical Practice written by Daniel A. Hashimoto and published by McGraw Hill Professional. This book was released on 2021-03-08 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Build a solid foundation in surgical AI with this engaging, comprehensive guide for AI novices Machine learning, neural networks, and computer vision in surgical education, practice, and research will soon be de rigueur. Written for surgeons without a background in math or computer science, Artificial Intelligence in Surgery provides everything you need to evaluate new technologies and make the right decisions about bringing AI into your practice. Comprehensive and easy to understand, this first-of-its-kind resource illustrates the use of AI in surgery through real-life examples. It covers the issues most relevant to your practice, including: Neural Networks and Deep Learning Natural Language Processing Computer Vision Surgical Education and Simulation Preoperative Risk Stratification Intraoperative Video Analysis OR Black Box and Tracking of Intraoperative Events Artificial Intelligence and Robotic Surgery Natural Language Processing for Clinical Documentation Leveraging Artificial Intelligence in the EMR Ethical Implications of Artificial Intelligence in Surgery Artificial Intelligence and Health Policy Assessing Strengths and Weaknesses of Artificial Intelligence Research Finally, the appendix includes a detailed glossary of terms and important learning resources and techniques―all of which helps you interpret claims made by studies or companies using AI.

Aby Warburg: Bilderatlas Mnemosyne

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Author :
Publisher : Hatje Cantz
ISBN 13 : 9783775746939
Total Pages : 176 pages
Book Rating : 4.7/5 (469 download)

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Book Synopsis Aby Warburg: Bilderatlas Mnemosyne by : Aby Warburg

Download or read book Aby Warburg: Bilderatlas Mnemosyne written by Aby Warburg and published by Hatje Cantz. This book was released on 2020-03-23 with total page 176 pages. Available in PDF, EPUB and Kindle. Book excerpt: From 1925 until his death in 1929 the Hamburg-based art and cultural scholar Aby Warburg worked on his Mnemosyne Atlas, a volume of plates that has, in the meanwhile, taken on mythical status in the study of modern art and visual studies. With this project, Warburg created a visual reference system that was far ahead of its time. Roberto Ohrt and Axel Heil have now undertaken the task of finding all of the individual pictures from the atlas and displaying these reproductions of artworks from the Middle East, European antiquity, and the Renaissance in the same way that Warburg himself showed them, on panels hung with black fabric. This folio volume and the exhibition in Haus der Kulturen der Welt, Berlin succeed in restoring Warburg's vanished legacy-something that researchers have long considered impossible.

Around the World

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Author :
Publisher :
ISBN 13 : 9783899554977
Total Pages : 0 pages
Book Rating : 4.5/5 (549 download)

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Book Synopsis Around the World by : Ben Knight

Download or read book Around the World written by Ben Knight and published by . This book was released on 2013 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Looking through an atlas has always been a fascinating way to explore the world. Around the World is a contemporary evolution of an atlas tailored to our information age. With eye-catching graphics, current topics, and clear texts, the book is for anyone who is curious about the state of our planet and how we live today. Alongside classic facts about nature, history, population, culture, and politics, Around the World's compelling information graphics thoroughly explain complex processes that impact our lives such as global trade and changing demographics. The book gives added insight into our modern world through its visual exploration of subjects such as eating habits, overfishing, and internet providers, as well as events that have left indelible marks on our collective conscience including September 11, the Olympic Games, Japan's Fukushima disaster, and the sinking of the Titanic. Enthralling, attractive, and revealing, Around the World is a rich cornucopia of information about local peculiarities of global relevance that bring home the little differences--as well as the astoundingly large similarities--among the citizens of our world.