The Age of Prediction: Algorithms, AI, and the Shifting Shadows of Risk

The Age of Prediction: Algorithms, AI, and the Shifting Shadows of Risk

The Age of Prediction: Algorithms, AI, and the Shifting Shadows of Risk

The Age of Prediction: Algorithms, AI, and the Shifting Shadows of Risk

Hardcover

$27.95 
  • SHIP THIS ITEM
    Qualifies for Free Shipping
  • PICK UP IN STORE
    Check Availability at Nearby Stores

Related collections and offers


Overview

The power of the ever-increasing tools and algorithms for prediction and their paradoxical effects on risk.

The Age of Prediction is about two powerful, and symbiotic, trends: the rapid development and use of artificial intelligence and big data to enhance prediction, as well as the often paradoxical effects of these better predictions on our understanding of risk and the ways we live. Beginning with dramatic advances in quantitative investing and precision medicine, this book explores how predictive technology is quietly reshaping our world in fundamental ways, from crime fighting and warfare to monitoring individual health and elections.

As prediction grows more robust, it also alters the nature of the accompanying risk, setting up unintended and unexpected consequences. The Age of Prediction details how predictive certainties can bring about complacency or even an increase in risks—genomic analysis might lead to unhealthier lifestyles or a GPS might encourage less attentive driving. With greater predictability also comes a degree of mystery, and the authors ask how narrower risks might affect markets, insurance, or risk tolerance generally. Can we ever reduce risk to zero? Should we even try? This book lays an intriguing groundwork for answering these fundamental questions and maps out the latest tools and technologies that power these projections into the future, sometimes using novel, cross-disciplinary tools to map out cancer growth, people’s medical risks, and stock dynamics.

Product Details

ISBN-13: 9780262047739
Publisher: MIT Press
Publication date: 08/22/2023
Pages: 232
Sales rank: 1,082,683
Product dimensions: 6.30(w) x 9.10(h) x 1.00(d)

About the Author

Igor Tulchinsky is founder, chairman, and CEO of WorldQuant, a quantitative investment firm based in Old Greenwich, Connecticut. He is the author of Finding Alphas: A Quantitative Approach to Building Trading Strategies and The UnRules: Man, Machines and the Quest to Master Markets.

Christopher E. Mason is Professor of Genomics, Physiology, and Biophysics at Weill Cornell Medicine and the Director of the WorldQuant Initiative for Quantitative Prediction. He also holds affiliate appointments at the New York Genome Center, Yale Law School, and the Consortium for Space Genetics at Harvard Medical School. Dr. Mason is the author of The Next 500 Years: Engineering Life to Reach New Worlds.

Table of Contents

Introduction vii
1 Prediction and Risk 1
2 The Complexity of Prediction 9
3 The Quantasaurus 17
4 The Trouble with Risk 39
5 New Tools of Prediction 57
6 Mortality and Its Possibilities 75
7 Crime and Privacy 97
8 The Smart Killing Machine 115
9 Predicting Performance 133
10 The Plague of Polling 151
11 Free Will, AI Jobs, and the Ultimate Paradox 167
Afterword: The Future of the Universe 183
Acknowledgments 189
Bibliography 191
Index 207

What People are Saying About This

From the Publisher

“With multimodal data and foundation models, we’re getting better at predicting everything from earthquakes to health care risks. The extraordinary range of how this may be applied, along with caveats, is nicely captured—with optimism—by an ‘odd couple’ of authors with interdisciplinary expertise in The Age of Prediction.”
—Eric Topol, author of Deep Medicine
 
“After explaining the common predictive thread underlying diminishing risk in medicine and finance, Tulchinsky and Mason ask if we will ever predict all human behavior. Their analysis is brilliant.”
—Michael Milken, chairman, Milken Institute; author of Faster Cures: Accelerating the Future of Health
 
The Age of Prediction wrestles with the most important questions facing the world in the decades ahead. For everything from war to business to the environment to health, the question of ‘what do we do now if we know the future’ looms just ahead of us. This book helps us prepare for that coming dilemma.”
—James Stavridis, 16th Supreme Allied Commander of NATO; Vice Chair, Global Affairs, The Carlyle Group; coauthor of 2034: A Novel of the Next World War
 
“A powerfully brilliant and insightful portal into an unsettling but promising future. Igor Tulchinsky and Chris Mason have melded incomparable expertise in medicine and finance with a shared passion for the emerging power of AI to produce a book that is simultaneously entertaining, instructive, and thought-provoking. A must-read.”
—Stanley McChrystal, General, US Army (Retired); Former Commander, International Security Assistance Force–Afghanistan and Joint Special Operations Command
 
“The authors are the real deal. They founded one of the most successful data-driven hedge funds in the world. They understand data, AI, and risk. Learn from the best!”
—Sebastian Thrun, Founder and Professor, Stanford Artificial Intelligence Lab 2.0

From the B&N Reads Blog

Customer Reviews