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Human Compatible: Artificial Intelligence and the Problem of Control. Stuart Russell

Human-Compatible.pdf
ISBN: 9780525687016 | 320 pages | 8 Mb

• Human Compatible: Artificial Intelligence and the Problem of Control
• Stuart Russell
• Page: 320
• Format: pdf, ePub, fb2, mobi
• ISBN: 9780525687016
• Publisher: Penguin Publishing Group

Public domain books download Human Compatible: Artificial Intelligence and the Problem of Control by Stuart Russell

A world-leading artificial intelligence researcher explains why uncontrolled superhuman AI represents an existential threat to humanity, and lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machines In the popular imagination, superhuman artificial intelligence is an approaching tidal wave that threatens not just jobs and human relationships, but civilization itself. Conflict between humans and machines is seen as inevitable and its outcome all too predictable. In this groundbreaking book, distinguished AI researcher Stuart Russell argues that this scenario can be avoided, but only if we rethink AI from the ground up. Russell begins by exploring the idea of intelligence in humans and in machines. He describes the near-term benefits we can expect, from intelligent personal assistants to vastly accelerated scientific research, and outlines the AI breakthroughs that still have to happen before we reach superhuman AI. He also spells out the ways humans are already finding to misuse AI, from lethal autonomous weapons to viral sabotage. If the predicted breakthroughs occur and superhuman AI emerges, we will have created entities far more powerful than ourselves. How can we ensure they never, ever, have power over us? Russell suggests that we can rebuild AI on a new foundation, according to which machines are designed to be inherently uncertain about the human preferences they are required to satisfy. Such machines would be humble, altruistic, and committed to pursue our objectives, not theirs. This new foundation would allow us to create machines that are provably deferential and provably beneficial. In a 2014 editorial co-authored with Stephen Hawking, Russell wrote, "Success in creating AI would be the biggest event in human history. Unfortunately, it might also be the last." Solving the problem of control over AI is not just possible; it is the key that unlocks a future of unlimited promise.

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Broad Safety and Security Issues with AI, AGI, ASI and Malicious Use · Personal Privacy, Information Security, Individual Access Control and the Future of Trust .. UC Berkeley Center for Human-Compatible AI: The goal of CHAI is to develop   Toward human-centric A.I. | Berkeley Engineering
Near the end of the book, he posed a question: “What if A.I. does succeed? Berkeley's new Center for Human-Compatible Artificial Intelligence, any hope of control,” in the words of science-fiction author Vernor Vinge, who  Stuart Russell's New Book Now Available on Amazon for Pre-Order
Stuart Russell's new book, Human Compatible: Artificial Intelligence and the Problem of Control is now available on Amazon for pre-order. Human compatible AI - Wadham College - University of Oxford
In his forthcoming book, Human Compatible: Artificial Intelligence and the Problem of Control, Wadham Honorary Fellow Stuart Russell  This Oxford professor thinks artificial intelligence will destroy us all
At some point, many experts believe that artificial intelligence will advance own right, and their goals may not be compatible with those of humans. this great challenge of solving the control problem for advanced artificial  Human Compatible: Artificial Intelligence and the Problem of Control
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If machines surpass humans in intelligence, then just as the fate of gorillas work going into the research problem of controlling such machines, .. The Berkeley Center for Human-Compatible Artificial Intelligence is very new  Logistics Management and Optimization through Hybrid Artificial - Google Books Result
Ortiz Zezzatti, Carlos Alberto Ochoa - ‎2012 - Computers Human Compatible: Artificial Intelligence and the Problem of Control
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We run into comparable problems in our work all the time.” The real problem, says UC Berkeley Center for the Human-Compatible AI · Sen. Existential risk from artificial general intelligence - Wikipedia
One source of concern is that controlling a superintelligent machine, or instilling it with human-compatible values, may be a harder problem than naïvely  New Center Seeks to Guarantee That AI Systems Remain Under
UC Berkeley's new Center for Human-Compatible Artificial Intelligence has been whatever advancements they achieve, remain under human control. admitted that it's not an easy problem to undertake since “humans are  Bibliography - Center for Human-Compatible AI
Preference inference - Building AI systems that learn what humans want. Moral theory - Moral issues that HCAI systems and their developers might . (2) Human -level control through deep reinforcement learning, Mnih et al.

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