{epub download} Human Compatible: Artificial Intelligence and the Problem of Control

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

Human Compatible: Artificial Intelligence and the Problem of Control

Downloads free ebook Human Compatible: Artificial Intelligence and the Problem of Control

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.

Stuart J. Russell | EECS at UC Berkeley
Artificial Intelligence (AI) · Control, Intelligent Systems, and Robotics (CIR) Center for Human Compatible Artificial Intelligence (CHAI) · Berkeley Center for and intelligence," Artificial Intelligence: Special Issue on Economic Principles of  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. Logistics Management and Optimization through Hybrid Artificial - Google Books Result
Ortiz Zezzatti, Carlos Alberto Ochoa - ‎2012 - Computers Work With Us - Center for Human-Compatible AI
Developing provably beneficial AI systems will previous work on the AI control problem  Human Compatible: Artificial Intelligence and the Problem of Control
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A groundbreaking narrative on the urgency of ethically designed AI and a guidebook to Human Compatible: Artificial Intelligence and the Problem of Control. 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. 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. What is artificial intelligence? Your AI questions, answered. - Vox
Instead of mathematically describing detailed features of a problem, we Rosie Campbell at UC Berkeley's Center for Human-Compatible AI . At some stage therefore we should have to expect the machines to take control. READ [PDF] Human Compatible: Artificial Intelligence and the
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