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The Alignment Problem

How Can Machines Learn Human Values?

Brian Christian

$32.99

Paperback

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English
Atlantic Books
17 November 2020
Artificial intelligence is rapidly dominating every aspect of our modern lives influencing the news we consume, whether we get a mortgage, and even which friends wish us happy birthday. But as algorithms make ever more decisions on our behalf, how do we ensure they do what we want? And fairly?

This conundrum - dubbed 'The Control Problem' by experts - is the subject of this timely and important book. From the AI program which cheats at computer games to the sexist algorithm behind Google Translate, bestselling author Brian Christian explains how, as AI develops, we rapidly approach a collision between artificial intelligence and ethics. If we stand by, we face a future with unregulated algorithms that propagate our biases - and worse - violate our most sacred values. Urgent and fascinating, this is an accessible primer to the most important issue facing Al researchers today.

By:  
Imprint:   Atlantic Books
Country of Publication:   United Kingdom
Edition:   Export/Airside
Dimensions:   Height: 225mm,  Width: 148mm,  Spine: 35mm
Weight:   676g
ISBN:   9781786494313
ISBN 10:   1786494310
Pages:   496
Publication Date:  
Audience:   College/higher education ,  Professional and scholarly ,  General/trade ,  Primary ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active
0: Introduction 1: REPRESENTATION 2: FAIRNESS 3: TRANSPARENCY 4: REINFORCEMENT 5: SHAPING 6: CURIOSITY 7: IMITATION 8: INFERENCE 9: UNCERTAINTY 10: Conclusion

Brian Christian is the bestselling author of The Most Human Human and co-author, with Tim Griffiths, of Algorithms to Live By. He regularly contributes to The New Yorker, Guardian, Wall Street Journal and Paris Review. He has lectured at Google, Facebook, Microsoft, and has won several awards for his work.

Reviews for The Alignment Problem: How Can Machines Learn Human Values?

Essential reading. Christian brings much needed clarity to a subject that is often talked about but little understood. * Tim O'Reilly, founder and CEO of O'Reilly Media * Balanced and meticulously researched * New Statesman * Vital reading. This is the book on artificial intelligence we need right now. Brian Christian takes us on a technically fluent (yet widely accessible) journey through the most important questions facing AI and humanity. * Mike Krieger, cofounder of Instagram * An abundantly researched and captivating book that explores the road humanity has taken to create a successor for itself-a road that's rich with surprising discoveries, unexpected obstacles, ingenious solutions and, increasingly, hard questions about the soul of our species. * Jaan Tallinn, cofounder of Skype and the Future of Life Institute * A new field has emerged that responds to and scrutinizes the vast technological shifts represented by our modern, virtual, algorithmically defined world. In The Alignment Problem, Brian Christian masterfully surveys the 'AI fairness' community, introducing us to some of its historical roots in science, philosophy, and activism; and crucially, many of its quandaries and limitations. * Cathy O'Neil, bestselling author of Weapons of Math Destruction * A fascinating, provocative, and insightful tour of all the ways that AI goes wrong and all the ways people are trying to fix it. Essential reading if you want to understand where our world is heading. * Stuart Russell, author of Human Compatible * A riveting and deeply complex look at artificial intelligence and the significant challenge in creating computer models that 'capture our norms and values'... Lay readers will find Christian's revealing study to be a helpful guide to an urgent problem in tech. * Publishers Weekly * A deeply enjoyable and meticulously researched account of how computer scientists and philosophers are defining the biggest question of our time: how will we create intelligent machines which will improve our lives rather than complicate or even destroy them? There's no better book than The Alignment Problem at spelling out the issues of governing AI safely. * James Barrat, bestselling author of Our Final Invention * Brian Christian is a fine writer and has produced a fascinating book. AI seems destined to become, for good or ill increasingly prominent in our lives. We should be grateful for this balanced and hype-free perspective on its scope and limits. * Martin Rees, Emeritus Professor of Cosmology and Astrophysics, University of Cambridge *


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