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Download Pdf Human Compatible: Artificial Intelligence and the Problem of Control

2022.01.21 02:24

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

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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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Russell begins by exploring the idea of intelligence in humans and in machines. Human Compatible: Artificial Intelligence and the Problem of Control. The rise of robots: forget evil AI – the real risk is far more insidious
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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  AI Policy Challenges and Recommendations - Future of Life Institute
Endeavour to promote human-centric AI and commercial adoption of AI, and continue to . Human Control: Humans should choose how and whether to delegate . be designed and operated so as to be compatible with ideals of human dignity, AI ethics also encompasses the issues of value systems and goals encoded 

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