Rebooting AI

Author: Gary Marcus
Publisher: Vintage
ISBN: 1524748269
Category : Computers
Languages : en
Pages : 288

Book Description
Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Despite the hype surrounding AI, creating an intelligence that rivals or exceeds human levels is far more complicated than we have been led to believe. Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer beating a human in Jeopardy! does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules, and these approaches are too narrow to achieve genuine intelligence. The real world, in contrast, is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus and Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gatherine ever larger collections of data, we will be able to create an AI we can trust—in our homes, our cars, and our doctors' offices. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.

Rebooting AI

Author: Gary Marcus
Publisher: Vintage
ISBN: 052556604X
Category : Computers
Languages : en
Pages : 290

Book Description
Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a robust artificial intelligence that can make our lives better. “Finally, a book that tells us what AI is, what AI is not, and what AI could become if only we are ambitious and creative enough.” —Garry Kasparov, former world chess champion and author of Deep Thinking Despite the hype surrounding AI, creating an intelligence that rivals or exceeds human levels is far more complicated than we have been led to believe. Professors Gary Marcus and Ernest Davis have spent their careers at the forefront of AI research and have witnessed some of the greatest milestones in the field, but they argue that a computer beating a human in Jeopardy! does not signal that we are on the doorstep of fully autonomous cars or superintelligent machines. The achievements in the field thus far have occurred in closed systems with fixed sets of rules, and these approaches are too narrow to achieve genuine intelligence. The real world, in contrast, is wildly complex and open-ended. How can we bridge this gap? What will the consequences be when we do? Taking inspiration from the human mind, Marcus and Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. If we focus on endowing machines with common sense and deep understanding, rather than simply focusing on statistical analysis and gatherine ever larger collections of data, we will be able to create an AI we can trust—in our homes, our cars, and our doctors' offices. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.

In AI We Trust

Author: Helga Nowotny
Publisher: John Wiley & Sons
ISBN: 1509548823
Category : Science
Languages : en
Pages : 125

Book Description
One of the most persistent concerns about the future is whether it will be dominated by the predictive algorithms of AI – and, if so, what this will mean for our behaviour, for our institutions and for what it means to be human. AI changes our experience of time and the future and challenges our identities, yet we are blinded by its efficiency and fail to understand how it affects us. At the heart of our trust in AI lies a paradox: we leverage AI to increase our control over the future and uncertainty, while at the same time the performativity of AI, the power it has to make us act in the ways it predicts, reduces our agency over the future. This happens when we forget that that we humans have created the digital technologies to which we attribute agency. These developments also challenge the narrative of progress, which played such a central role in modernity and is based on the hubris of total control. We are now moving into an era where this control is limited as AI monitors our actions, posing the threat of surveillance, but also offering the opportunity to reappropriate control and transform it into care. As we try to adjust to a world in which algorithms, robots and avatars play an ever-increasing role, we need to understand better the limitations of AI and how their predictions affect our agency, while at the same time having the courage to embrace the uncertainty of the future.

Rebooting in Beverly Hills

Author: Marcy Miller
Publisher: Bancroft Press
ISBN: 1610880463
Category : Biography & Autobiography
Languages : en
Pages : 198

Book Description
In a society focused on finding The One when you're young enough to live a life glamorized in all manner of media, what happens when you find yourself facing that struggle past the dreaded age of forty-five? It's a whole new world out there. If there is a soul mate, where do you even begin to find yours - in the classic single bars or on the oft-disastrous internet? What's expected in sex in the modern era, and when, after so many years, is the right time? ... It's the witty, charming, and absolutely true account of Marcy Miller, a competent, attractive professional woman, as she struggles to reenter the dating world after an esteem-killing divorce of an adulterous husband. Set in the opulent oasis of Beverly Hills, Marcy riffs on pickups, fixups, internet dating, matchmaking, divorce, and all the other craziness - like psychics, girlfriends, and sex - that pop up along the road of leaving single life behind. This fun, engaging memoir, written by a loveable and slightly saucy storyteller, is for anyone who has faced rejection and the need to start again. It's for anyone who still searches for love. A hilarious look at the world of dating, Rebooting in Beverly Hills is full of great stories, helpful advice, Beverly Hills glamour, and fun.

Artificial Intelligence

Author: Melanie Mitchell
Publisher: Farrar, Straus and Giroux
ISBN: 0374715238
Category : Computers
Languages : en
Pages : 336

Book Description
Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our world No recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI’s turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it. In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent—really—are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize–winning author of the modern classic Gödel, Escher, Bach, who explains why he is “terrified” about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell’s humor and personal observations. This frank, lively book is an indispensable guide to understanding today’s AI, its quest for “human-level” intelligence, and its impact on the future for us all.

The Algebraic Mind

Author: Gary F. Marcus
Publisher: MIT Press
ISBN: 0262354403
Category : Psychology
Languages : en
Pages : 241

Book Description
In The Algebraic Mind, Gary Marcus attempts to integrate two theories about how the mind works, one that says that the mind is a computer-like manipulator of symbols, and another that says that the mind is a large network of neurons working together in parallel. Resisting the conventional wisdom that says that if the mind is a large neural network it cannot simultaneously be a manipulator of symbols, Marcus outlines a variety of ways in which neural systems could be organized so as to manipulate symbols, and he shows why such systems are more likely to provide an adequate substrate for language and cognition than neural systems that are inconsistent with the manipulation of symbols. Concluding with a discussion of how a neurally realized system of symbol-manipulation could have evolved and how such a system could unfold developmentally within the womb, Marcus helps to set the future agenda of cognitive neuroscience.

Human Compatible

Author: Stuart Jonathan Russell
Publisher: Penguin Books
ISBN: 0525558616
Category : Business & Economics
Languages : en
Pages : 354

Book Description
A leading artificial intelligence researcher lays out a new approach to AI that will enable people to coexist successfully with increasingly intelligent machines.

Reboot

Author: Amy Tintera
Publisher: Harper Collins
ISBN: 0062217097
Category : Young Adult Fiction
Languages : en
Pages : 216

Book Description
In this fast-paced dystopian thrill ride from New York Times–bestselling author Amy Tintera, perfect for fans of The Hunger Games, Legend, and Divergent, a seventeen-year-old girl returns from death as a Reboot and is trained as an elite crime-fighting soldier . . . until she is given an order she refuses to obey. Wren Connolly died five years ago, only to Reboot after 178 minutes. Now she is one of the deadliest Reboots around . . . unlike her newest trainee, Callum 22, who is practically still human. As Wren tries to teach Callum how to be a soldier, his hopeful smile works its way past her defenses. Unfortunately, Callum’s big heart also makes him a liability, and Wren is ordered to eliminate him. To save Callum, Wren will have to risk it all. Wren’s captivating voice and unlikely romance with Callum will keep readers glued to the page in Amy Tintera’s high-stakes alternate reality, and diving straight into its action-packed sequel, Rebel. Don’t miss Amy Tintera’s new fantasy series, Ruined—full of epic stakes, sweeping romance, hidden identities, and scheming siblings.

Rebooting India

Author: Nandan Nilekani
Publisher: Penguin UK
ISBN: 0141978600
Category : Business & Economics
Languages : en
Pages : 367

Book Description
A timely call to reshape government through technology, from Nandan Nilekani and Viral Shah, two leading experts in the field. For many aspects of how our countries are run - from social security and fair elections to communication, infrastructure and the rule of law - technology can play an increasingly positive, revolutionary role. In India, for example, where many underprivileged citizens are invisible to the state, a unique national identity system is being implemented for the first time, which will help strengthen social security. And throughout the world, technology is essential in the transition to clean energy. This book, based on the authors' collective experiences working with government, argues that technology can reshape our lives, in both the developing and developed world, and shows how this can be achieved. Praise for Nandan Nilekani: 'A pioneer . . . one of India's most celebrated technology entrepreneurs' Financial Times 'There is a bracing optimism about Nilekani's analysis . . . which can only be welcome in this age of doom and gloom' Telegraph 'The Bill Gates of Bangalore . . . Nilekani achieves an impressive breadth' Time Nandan Nilekani is a software entrepreneur, Co-founder of Infosys Technologies, and the head of the Government of India's Technology Committee. He was named one of the '100 Most Influential People in the World' by TIME magazine and Forbes' 'Business Leader of the Year', and he is a member of the World Economic Forum Board. Viral B. Shah is a software expert who has created various systems for governments and businesses worldwide.

Machines that Think

Author: Toby Walsh
Publisher: Prometheus Books
ISBN: 1633883752
Category : Business & Economics
Languages : en
Pages : 338

Book Description
A scientist who has spent a career developing Artificial Intelligence takes a realistic look at the technological challenges and assesses the likely effect of AI on the future. How will Artificial Intelligence (AI) impact our lives? Toby Walsh, one of the leading AI researchers in the world, takes a critical look at the many ways in which "thinking machines" will change our world. Based on a deep understanding of the technology, Walsh describes where Artificial Intelligence is today, and where it will take us. * Will automation take away most of our jobs? * Is a "technological singularity" near? * What is the chance that robots will take over? * How do we best prepare for this future? The author concludes that, if we plan well, AI could be our greatest legacy, the last invention human beings will ever need to make.