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

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

Download Human Compatible: Artificial Intelligence and the Problem of Control

Pdf books free downloads Human Compatible: Artificial Intelligence and the Problem of Control (English literature) 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.

Controlling Artificial Intelligence
We are several breakthroughs away from having superhuman AI, human- compatible AI – meaning AI that is compatible with human By and large the field has not spent time thinking about the control problem,” he says,  Risks and mitigation strategies for oracle AI. - Future of Humanity
how the AI will develop, and to what methods of control will be used. But it is very human-compatible behaviour, a solution will be found closer to the time when they The key question is: how dangerous is an Oracle AI, does boxing. 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  Will Democracy Survive Big Data and Artificial Intelligence
The field of artificial intelligence is, indeed, making breathtaking advances. . This problem is exacerbated by the fact that, in many countries, a single search and processing of personal data is certainly not compatible with the applicable data .. Human-level control through deep reinforcement learning. 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 

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