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.

Keeping AI Beneficial and Safe for Humanity - Becoming Human
Fireside chat with Rosie Campbell, The Center for Human-Compatible AI event organizing, general operations, project/program management, outreach, comms, and more. 3. If AI is not beneficial to humans, it's not actually achieving its purpose. What is the main problem that CHAI is trying to solve? 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. Stuart Russell -- The long-term future of AI - EECS at UC Berkeley
At Berkeley, the Center for Human-Compatible AI (pronounced CHAI) studies it seems inevitable that issues of control and safety will become central to AI as  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  Center for Human-Compatible AI | LinkedIn
See who you know at Center for Human-Compatible AI, leverage your This raises a problem of control: given that the solutions developed by such systems are  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. 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. Human Compatible: Artificial Intelligence and the Problem of Control
Russell's (computer science, Univ. of California, Berkeley; coauthor, Artificial Intelligence: A Modern Approach) new book exploring the often  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. Full E-book Human Compatible: Artificial Intelligence and the
He also spells out the ways humans are already finding to misuse AI, from Solving the problem of control over AI is not just possible; it is the  People - Center for Human-Compatible AI
Chair in Engineering Author of Artificial Intelligence: A Modern Approach .. Professor of Law and Professor of Strategic Management, University of Toronto. ×   Don't Worry about Superintelligence
The problem of a human-unfriendly superintelligence belongs to the first a superintelligence would act in ways that are compatible with human interests. human-level artificial intelligence until we solve the control problem. Building safe artificial intelligence: specification, robustness, and
In this inaugural post, we discuss three areas of technical AI safety: specification, Research into the specification problem of technical AI safety asks the . for Human-Compatible AI, 2018); Safety and Control for Artificial  Human Compatible: Artificial Intelligence and the Problem of Control
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UC Berkeley's new Center for Human-Compatible Artificial Intelligence has been whatever advancements they achieve, remain under human control. admitted that it's not an easy problem to undertake since “humans are 

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