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

Human Compatible: Artificial Intelligence and the Problem of Control


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ISBN: 9780525687016 | 320 pages | 8 Mb
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  • Human Compatible: Artificial Intelligence and the Problem of Control
  • Stuart Russell
  • Page: 320
  • Format: pdf, ePub, fb2, mobi
  • ISBN: 9780525687016
  • Publisher: Penguin Publishing Group
Download Human Compatible: Artificial Intelligence and the Problem of Control

Free online download books Human Compatible: Artificial Intelligence and the Problem of Control 9780525687016

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.

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. 3 Best AI Control Problem eBooks of All Time - BookAuthority
The 3 best ai control problem ebooks, such as Human Compatible and Artificial Intelligence Safety and Security. 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. Human Compatible: Artificial Intelligence and the Problem - Amazon
A leading artificial intelligence researcher lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machines. The rise of robots: forget evil AI – the real risk is far more insidious
The Center for Human-Compatible Artificial Intelligence, launched this week with but the machine might then hack into the traffic light control system so that all of the “The problem isn't consciousness, but competence. Should We Be Worried About Rogue AI? We Ask the Experts
We run into comparable problems in our work all the time.” The real problem, says UC Berkeley Center for the Human-Compatible AI · Sen. Can AI Robots Rebel Against Us, as Shown in Films? - Towards
But this is to misunderstand where the real problem lies. but what if machines will hack into the traffic light control system so that all of the The Center for Human-Compatible Artificial Intelligence, launched with $5.5m in  Human Compatible: Artificial Intelligence and the Problem of Control
Human Compatible: Artificial Intelligence and the Problem of Control: Stuart Russell: Amazon.com.au: Books. UC Berkeley launches Center for Human-Compatible Artificial
UC Berkeley artificial intelligence (AI) expert Stuart Russell will lead a new Center for Human-Compatible Artificial Intelligence, launched this week. The issue, he said, is that machines as we currently design them in fields like AI, robotics, control theory and operations research take the objectives that we 

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