The Alignment Problem: Machine Learning and Human Values

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Publisher : W. W. Norton & Company
ISBN 13 : 039363583X
Total Pages : 459 pages
Book Rating : 4.36/5 ( 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.

Doing Good Better

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Publisher : Penguin
ISBN 13 : 0698191102
Total Pages : 288 pages
Book Rating : 4.05/5 ( download)

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Book Synopsis Doing Good Better by : William MacAskill

Download or read book Doing Good Better written by William MacAskill and published by Penguin. This book was released on 2015-07-28 with total page 288 pages. Available in PDF, EPUB and Kindle. Book excerpt: Most of us want to make a difference. We donate our time and money to charities and causes we deem worthy, choose careers we consider meaningful, and patronize businesses and buy products we believe make the world a better place. Unfortunately, we often base these decisions on assumptions and emotions rather than facts. As a result, even our best intentions often lead to ineffective—and sometimes downright harmful—outcomes. How can we do better? While a researcher at Oxford, trying to figure out which career would allow him to have the greatest impact, William MacAskill confronted this problem head on. He discovered that much of the potential for change was being squandered by lack of information, bad data, and our own prejudice. As an antidote, he and his colleagues developed effective altruism, a practical, data-driven approach that allows each of us to make a tremendous difference regardless of our resources. Effective altruists believe that it’s not enough to simply do good; we must do good better. At the core of this philosophy are five key questions that help guide our altruistic decisions: How many people benefit, and by how much? Is this the most effective thing I can do? Is this area neglected? What would have happened otherwise? What are the chances of success, and how good would success be? By applying these questions to real-life scenarios, MacAskill shows how many of our assumptions about doing good are misguided. For instance, he argues one can potentially save more lives by becoming a plastic surgeon rather than a heart surgeon; measuring overhead costs is an inaccurate gauge of a charity’s effectiveness; and, it generally doesn’t make sense for individuals to donate to disaster relief. MacAskill urges us to think differently, set aside biases, and use evidence and careful reasoning rather than act on impulse. When we do this—when we apply the head and the heart to each of our altruistic endeavors—we find that each of us has the power to do an astonishing amount of good.

The Precipice

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Publisher : Hachette Books
ISBN 13 : 031648489X
Total Pages : 480 pages
Book Rating : 4.93/5 ( download)

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Book Synopsis The Precipice by : Toby Ord

Download or read book The Precipice written by Toby Ord and published by Hachette Books. This book was released on 2020-03-24 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: This urgent and eye-opening book makes the case that protecting humanity's future is the central challenge of our time. If all goes well, human history is just beginning. Our species could survive for billions of years - enough time to end disease, poverty, and injustice, and to flourish in ways unimaginable today. But this vast future is at risk. With the advent of nuclear weapons, humanity entered a new age, where we face existential catastrophes - those from which we could never come back. Since then, these dangers have only multiplied, from climate change to engineered pathogens and artificial intelligence. If we do not act fast to reach a place of safety, it will soon be too late. Drawing on over a decade of research, The Precipice explores the cutting-edge science behind the risks we face. It puts them in the context of the greater story of humanity: showing how ending these risks is among the most pressing moral issues of our time. And it points the way forward, to the actions and strategies that can safeguard humanity. An Oxford philosopher committed to putting ideas into action, Toby Ord has advised the US National Intelligence Council, the UK Prime Minister's Office, and the World Bank on the biggest questions facing humanity. In The Precipice, he offers a startling reassessment of human history, the future we are failing to protect, and the steps we must take to ensure that our generation is not the last. "A book that seems made for the present moment." —New Yorker

Grilled

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Publisher : Bloomsbury Publishing
ISBN 13 : 1472962591
Total Pages : 289 pages
Book Rating : 4.91/5 ( download)

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Book Synopsis Grilled by : Leah Garcés

Download or read book Grilled written by Leah Garcés and published by Bloomsbury Publishing. This book was released on 2019-09-05 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'An animal activist's journey to the "other side"' Joanna Lumley This is the story of what happens when we cross enemy lines to look for solutions. Leah Garcés has dedicated her career to fighting for the rights of the animals that end up on our plates. As the former US Executive Director of Compassion in World Farming and the current President of the non-profit group Mercy for Animals, she has led the fight against the sprawling chicken industry that raises billions of birds in cruel conditions – all to satisfy our appetite for meat. Grilled is Leah's story of working alongside the food and farming industry for animal welfare and ethical food. Instead of fighting and protesting and shaming – approaches that simply haven't worked previously – Garcés has instead tried to find common ground with producers. She has worked alongside owners of the megafarms, befriending them, having frank conversations with them, and ultimately encouraging change through dialogue and discussion. Leah is helping to directly improve the lives of millions of farm animals, and pushing alternatives such as plant-based substitutes and lab-grown meats to the top of the agenda, with some of the mega-farm conglomerates joining forces with her to explore these avenues. When she started her journey, Leah Garcés did not have much empathy to spare for the contract chicken farmer –until she actually met one and tried to understand the difficulties they faced. This is the story of giving in to discomfort for the sake of progress. It's a story of the power of human connection, and what happens when we practice empathy toward our enemies.

What We Owe the Future

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Publisher : Basic Books
ISBN 13 : 1541618637
Total Pages : 423 pages
Book Rating : 4.33/5 ( download)

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Book Synopsis What We Owe the Future by : William MacAskill

Download or read book What We Owe the Future written by William MacAskill and published by Basic Books. This book was released on 2022-08-16 with total page 423 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Instant New York Times Bestseller “This book will change your sense of how grand the sweep of human history could be, where you fit into it, and how much you could do to change it for the better. It's as simple, and as ambitious, as that.” —Ezra Klein An Oxford philosopher makes the case for “longtermism” — that positively influencing the long-term future is a key moral priority of our time. The fate of the world is in our hands. Humanity’s written history spans only five thousand years. Our yet-unwritten future could last for millions more — or it could end tomorrow. Astonishing numbers of people could lead lives of great happiness or unimaginable suffering, or never live at all, depending on what we choose to do today. In What We Owe The Future, philosopher William MacAskill argues for longtermism, that idea that positively influencing the distant future is a key moral priority of our time. From this perspective, it’s not enough to reverse climate change or avert the next pandemic. We must ensure that civilization would rebound if it collapsed; counter the end of moral progress; and prepare for a planet where the smartest beings are digital, not human. If we make wise choices today, our grandchildren’s grandchildren will thrive, knowing we did everything we could to give them a world full of justice, hope and beauty.

Moral Uncertainty

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Publisher : Oxford University Press
ISBN 13 : 0198722273
Total Pages : 237 pages
Book Rating : 4.74/5 ( download)

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Book Synopsis Moral Uncertainty by : William MacAskill

Download or read book Moral Uncertainty written by William MacAskill and published by Oxford University Press. This book was released on 2020 with total page 237 pages. Available in PDF, EPUB and Kindle. Book excerpt: About the bookToby Ord try to fill this gap. They argue that there are distinctive norms that govern how one ought to make decisions and defend an information-sensitive account of how to make such decisions. They do so by developing an analogy between moral uncertainty and social choice, noting that different moral views provide different amounts of information regarding our reasons for action, and arguing that the correct account of decision-making under moral uncertainty must be sensitive to that. Moral Uncertainty also tackles the problem of how to make intertheoretic comparisons, and addresses the implications of their view for metaethics and practical ethics. Very often we are uncertain about what we ought, morally, to do. We do not know how to weigh the interests of animals against humans, how strong our duties are to improve the lives of distant strangers, or how to think about the ethics of bringing new people into existence. But we still need to act. So how should we make decisions in the face of such uncertainty? Though economists and philosophers have extensively studied the issue of decision-making in the face of uncertainty about matters of fact, the question of decision-making given fundamental moral uncertainty has been neglected. In Moral Uncertainty, philosophers William MacAskill, Krister Bykvist, and Toby Ord try to fill this gap. They argue that there are distinctive norms that govern how one ought to make decisions and defend an information-sensitive account of how to make such decisions. They do so by developing an analogy between moral uncertainty and social choice, noting that different moral views provide different amounts of information regarding our reasons for action, and arguing that the correct account of decision-making under moral uncertainty must be sensitive to that. Moral Uncertainty also tackles the problem of how to make intertheoretic comparisons, and addresses the implications of their view for metaethics and practical ethics.

Surfing Uncertainty

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Publisher : Oxford University Press, USA
ISBN 13 : 0190217014
Total Pages : 425 pages
Book Rating : 4.13/5 ( download)

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Book Synopsis Surfing Uncertainty by : Andy Clark

Download or read book Surfing Uncertainty written by Andy Clark and published by Oxford University Press, USA. This book was released on 2016 with total page 425 pages. Available in PDF, EPUB and Kindle. Book excerpt: This title brings together work on embodiment, action, and the predictive mind. At the core is the vision of human minds as prediction machines - devices that constantly try to stay one step ahead of the breaking waves of sensory stimulation, by actively predicting the incoming flow. In every situation we encounter, that complex prediction machinery is already buzzing, proactively trying to anticipate the sensory barrage. The book shows in detail how this strange but potent strategy of self-anticipation ushers perception, understanding, and imagination simultaneously onto the cognitive stage.

The Go-Giver Influencer

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Publisher : Penguin
ISBN 13 : 1591846374
Total Pages : 194 pages
Book Rating : 4.76/5 ( download)

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Book Synopsis The Go-Giver Influencer by : Bob Burg

Download or read book The Go-Giver Influencer written by Bob Burg and published by Penguin. This book was released on 2018-04-10 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the bestselling authors of The Go-Giver, Go-Givers Sell More, and The Go-Giver Leader comes another compelling parable about the paradox of getting ahead by placing other people's interests first. The Go-Giver Influencer is a story about two young, ambitious businesspeople: Gillian Waters, the chief buyer for Smith & Banks, a midsized company that operates a national chain of pet accessory stores; and Jackson Hill, the founder of Angels Clothed in Fur, a small but growing manufacturer of all-natural pet foods. Each has something the other wants. To Jackson, Smith & Banks represents the possibility of reaching more animals with his products--if he can negotiate terms and conditions that will protect his company's integrity. To Gillian, Angels Clothed in Fur could give her company a distinctive, uniquely high-quality line that will help them stand out from their competitors--if Angels Clothed in Fur can be persuaded to give them an exclusive. At first, the negotiations are adversarial and frustrating. Then, coincidentally, Gillian and Jackson each encounter a mysterious yet kindly mentor. Over the next week, while neither one realizes the other is doing the same, both Gillian and Jackson learn the heart of both mentors' philosophies: The Five Secrets of Genuine Influence. The story ends in a way that surprises everyone--and with lessons we can all apply in our efforts to resolve conflicts and influence others.

Summary of Benjamin Todd's 80,000 Hours

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Publisher : Everest Media LLC
ISBN 13 :
Total Pages : 28 pages
Book Rating : 4.87/5 ( download)

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Book Synopsis Summary of Benjamin Todd's 80,000 Hours by : Everest Media,

Download or read book Summary of Benjamin Todd's 80,000 Hours written by Everest Media, and published by Everest Media LLC. This book was released on 2022-05-07T22:59:00Z with total page 28 pages. Available in PDF, EPUB and Kindle. Book excerpt: Please note: This is a companion version & not the original book. Sample Book Insights: #1 The six ingredients of a dream job are that it be enjoyable and meaningful, and that it be good at something that helps other people. You can develop passion while doing work that you will find enjoyable and meaningful. #2 We are bad at predicting what will make us most happy, and we don’t even realize how bad we are. We can’t just trust our intuitions and memories, so we need a more systematic way of finding a fulfilling job. #3 The best job in 2015 was actuary, which is someone who uses statistics to measure and manage risks in the insurance industry. However, actuaries are not among the most satisfied with their jobs. #4 Money does make you happy, but only a little. It is a cliché that you can’t buy happiness, but financial security is among most people’s top career priorities.

Scientology 8-8008

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Publisher :
ISBN 13 : 9788779897502
Total Pages : 415 pages
Book Rating : 4.09/5 ( download)

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Book Synopsis Scientology 8-8008 by : L. Ron Hubbard

Download or read book Scientology 8-8008 written by L. Ron Hubbard and published by . This book was released on 2007 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: