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Author: Brian Christian
Publisher: W. W. Norton & Company
ISBN: 039363583X
Category : Science
Languages : en
Pages : 459
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Book Description
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.
Author: Brian Christian
Publisher: W. W. Norton & Company
ISBN: 039363583X
Category : Science
Languages : en
Pages : 459
Get Book Here
Book Description
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.
Author: Kai-Fu Lee
Publisher: Crown Currency
ISBN: 0593238311
Category : Social Science
Languages : en
Pages : 497
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Book Description
How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times). This edition includes a new foreword by Kai-Fu Lee. A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post, Financial Times Long before the advent of ChatGPT, Kai-Fu Lee and Chen Qiufan understood the enormous potential of artificial intelligence to transform our daily lives. But even as the world wakes up to the power of AI, many of us still fail to grasp the big picture. Chatbots and large language models are only the beginning. In this “inspired collaboration” (The Wall Street Journal), Lee and Chen join forces to imagine our world in 2041 and how it will be shaped by AI. In ten gripping, globe-spanning short stories and accompanying commentary, their book introduces readers to an array of eye-opening settings and characters grappling with the new abundance and potential harms of AI technologies like deep learning, mixed reality, robotics, artificial general intelligence, and autonomous weapons.
Author: David J. Staley
Publisher: Johns Hopkins University Press
ISBN: 1421427419
Category : Education
Languages : en
Pages : 281
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Book Description
Imagining the universities of the future. How can we re-envision the university? Too many examples of what passes for educational innovation today—MOOCs especially—focus on transactions, on questions of delivery. In Alternative Universities, David J. Staley argues that modern universities suffer from a poverty of imagination about how to reinvent themselves. Anyone seeking innovation in higher education today should concentrate instead, he says, on the kind of transformational experience universities enact. In this exercise in speculative design, Staley proposes ten models of innovation in higher education that expand our ideas of the structure and scope of the university, suggesting possibilities for what its future might look like. What if the university were designed around a curriculum of seven broad cognitive skills or as a series of global gap year experiences? What if, as a condition of matriculation, students had to major in three disparate subjects? What if the university placed the pursuit of play well above the acquisition and production of knowledge? By asking bold "What if?" questions, Staley assumes that the university is always in a state of becoming and that there is not one "idea of the university" to which all institutions must aspire. This book specifically addresses those engaged in university strategy—university presidents, faculty, policy experts, legislators, foundations, and entrepreneurs—those involved in what Simon Marginson calls "university making." Pairing a critique tempered to our current moment with an explanation of how change and disruption might contribute to a new "golden age" for higher education, Alternative Universities is an audacious and essential read.
Author: Greg Shaw
Publisher:
ISBN: 9780999750827
Category :
Languages : en
Pages :
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Book Description
The Future Computed: AI and Manufacturing is the next book in Microsoft's The Future Computed series looking at the impact of AI on society. The book features stories from industry leaders and policymakers from around the world, sharing insights into how customers can progress their AI journey. IT also sets out suggestions about how countries can build competitive manufacturing sectors while delivering AI and addressing short-term disruption.
Author: Max Tegmark
Publisher: Vintage
ISBN: 1101946601
Category : Technology & Engineering
Languages : en
Pages : 385
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Book Description
New York Times Best Seller How will Artificial Intelligence affect crime, war, justice, jobs, society and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology—and there’s nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who’s helped mainstream research on how to keep AI beneficial. How can we grow our prosperity through automation without leaving people lacking income or purpose? What career advice should we give today’s kids? How can we make future AI systems more robust, so that they do what we want without crashing, malfunctioning or getting hacked? Should we fear an arms race in lethal autonomous weapons? Will machines eventually outsmart us at all tasks, replacing humans on the job market and perhaps altogether? Will AI help life flourish like never before or give us more power than we can handle? What sort of future do you want? This book empowers you to join what may be the most important conversation of our time. It doesn’t shy away from the full range of viewpoints or from the most controversial issues—from superintelligence to meaning, consciousness and the ultimate physical limits on life in the cosmos.
Author: Ryan Abbott
Publisher: Cambridge University Press
ISBN: 1108472125
Category : Business & Economics
Languages : en
Pages : 165
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Book Description
Argues that treating people and artificial intelligence differently under the law results in unexpected and harmful outcomes for social welfare.
Author: Nada Anid
Publisher: CRC Press
ISBN: 100079203X
Category : Science
Languages : en
Pages : 208
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Book Description
Female scientists, technologists, engineers, and mathematicians worldwide are making historic contributions to their fields. The modern workforce is closer to gender-equal than it has ever been, and many efforts are in place to support further progress. The Internet of Women provides an exciting look at personal narratives and case studies of female leaders and cultural shifts around the globe that illustrate this promising trend. From the United Nations' emphasis on girls and technology education in the SDGs (Sustainable Development Goals) to the increased female labor force in Zambia, a policy change that was inspired by the MDGs (UN Millennial Development Goals), The Internet of Women captures stunning examples of progress from around the world and men working hand in hand with women advocating for cultural change. Scholars and practitioners lament the lack of women leading and working in leading organizations in the technology industry. Gender equality and female participation in the tech field is critical to both developing and developed economies; nevertheless, this gap remains a global phenomenon. The lack of female leadership is particularly extreme at the highest echelons of leading technology organizations. Few publicly traded tech companies have female CEOs - in fact, most nations have zero female leadership in the tech industry. This gap does indicate a slow pace of progress for gender equality in tech employment. Women's pay still lags nearly a decade behind, according to the World Economic Forum, meaning that women's on average pay today is the equivalent to that of similarly qualified and similarly employed men in 2006. Without significant progress, the current rate of change will not lead to parity for 118 years, according to the World Economic Forum (WEF). However there's significant work being done to shift this tide. Take for instance Michelle Lee, the first female Under Secretary of Commerce for Intellectual Property and Director of the United States Patent and Trademark Office (USPTO), reflects on her childhood Girl Scout badge in sewing and cooking and how that memory inspired to create an IP badge that exposes young women to the process of invention. Social entrepreneur, investor, and Malala Fund co-founder Shiza Shahid shares her efforts beginning from mentoring young women in Pakistan to her current work directing more investment to women innovators around the globe. And Elizabeth Isele, a senior fellow in Social Innovation at Babson College, shares her research on women and ageism saying we need to retire the word retirement. The book is divided into six parts, each with unique areas of focus:• Millennials Leading: Exploring Challenges and Opportunities Facing the Next Generation of Women in Technology• Men and Women Empowering One Another• Bold Leadership: Women Changing the Culture of Investment and Entrepreneurship• Educating for the 21st Century• Breaking the Glass Ceiling: A Generation of Women Forging into Technology Leadership• Emerging Fields of TechnologyThe Internet of Women gathers examples about the increasingly inclusive and progressive gender culture in technology from over 30 countries. Stories range from an entrepreneur in Dubai partnering with private and public sector entities to accelerate blockchain technology to a young British woman moving to Silicon Valley to launch an artificial intelligence platform and incubator. The book is intended for corporations, academic institutions, the private sector, government agencies, gender experts, and the general public, and its key benefit is to let the reader understand a path towards implementing diversity overall globally. It also showcases the strategies, tools, and tactical execution on how create cultural change in all parts of the world.
Author: Kai-Fu Lee
Publisher: Harper Business
ISBN: 132854639X
Category : Business & Economics
Languages : en
Pages : 275
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Book Description
AI Superpowers is Kai-Fu Lee's New York Times and USA Today bestseller about the American-Chinese competition over the future of artificial intelligence.
Author: Josh Bernoff
Publisher:
ISBN: 9781643072401
Category : Business & Economics
Languages : en
Pages : 256
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Book Description
Author: David Brin
Publisher: Spectra
ISBN: 055326981X
Category : Fantasy fiction
Languages : en
Pages : 287
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Book Description
Physicist Dennis Nuel, the first human to probe the alternate universes of the anomal worlds, joins forces with a beautiful woman with strange powers to battle a mysterious warlord.
