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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

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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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We run into comparable problems in our work all the time.” The real problem, says UC Berkeley Center for the Human-Compatible AI · Sen. Human Compatible: Artificial Intelligence and the - Google Books
A leading artificial intelligence researcher lays out a new approach to AI that will enable us to coexist successfully with increasingly intelligent machines In the  A Human Algorithm: How Artificial Intelligence Is Redefining Who
A groundbreaking narrative on the urgency of ethically designed AI and a guidebook to Human Compatible: Artificial Intelligence and the Problem of Control. Human Compatible by Stuart Russell | Penguin Random House
Human Compatible. Artificial Intelligence and the Problem of Control is an approaching tidal wave that threatens not just jobs and human relationships, but   Ethical Issues In Advanced Artificial Intelligence — Nick Bostrom
The Control Problem: How do we ensure that future advanced AI has a those of humans are quite distinct from any ethical problems arising in  Research Area: AI | EECS at UC Berkeley
Work in Artificial Intelligence in the EECS department at Berkeley involves foundational advances to applied problems in a range of areas, including bioinformatics, from statistics, neuroscience, control, optimization, and operations research. and System Sciences · Center for Human Compatible Artificial Intelligence  Ethical Artificial Intelligence - arXiv
The problem of defining and creating ethical AI continues, and interest in it will grow enormously. human mental models, future AI systems will be different because they will learn environment models that are more Factory process control systems contain models of their environments. compatible with liberty for all. Human Compatible: Artificial Intelligence and the - Google Books
Russell begins by exploring the idea of intelligence in humans and in machines. Human Compatible: Artificial Intelligence and the Problem of Control.

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