Human compatible : artificial intelligence and the problem of control
—Russell, Stuart J. (Stuart Jonathan), author.
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"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"-- Provided by publisher.

Item Details
Artificial intelligence -- Accidents -- Risk assessment.
Artificial intelligence -- Social aspects.
Automation -- Safety measures.
xii, 336 pages : illustrations ; 24 cm
Includes bibliographical references and index.
If we succeed
Intelligence in humans and machines
How might AI progress in the future?
Misuses of AI
Overly intelligent AI
The not-so-great AI debate
AI : a different approach
Provably beneficial AI
Complications : us
Problem solved?
Searching for solutions
Knowledge and logic
Uncertainty and probability
Learning from experience.
Link to PAC
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