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Human Compatible: Artificial Intelligence…
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Human Compatible: Artificial Intelligence and the Problem of Control (udgave 2020)

af Stuart Russell (Forfatter)

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1374158,717 (3.65)Ingen
"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"--… (mere)
Medlem:rothauber
Titel:Human Compatible: Artificial Intelligence and the Problem of Control
Forfattere:Stuart Russell (Forfatter)
Info:Penguin Books (2020), Edition: Reprint, 352 pages
Samlinger:Dit bibliotek, Skal læses
Vurdering:
Nøgleord:Ingen

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

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Viser 4 af 4
Not as good as Brian Christian's The Alignment Problem. ( )
  leeinaustin | May 17, 2021 |
Terrible. Sophomoric analysis of fanciful assumptions. It has been too long since someone told the author he is full of it. ( )
  jcvogan1 | Sep 13, 2020 |
Here's a book from which any reader can get an authentic glimpse of current AI research from a practicing expert in the field. The prospect that true artificial superintelligence may someday be realized raises concerns about what Russell calls the "gorilla problem" (humans' status vis-à-vis robots could become like gorillas' present status vis-à-vis humans!) and the "King Midas problem". He discusses a precautionary approach he calls "beneficial AI", wherein (1) an AI's only objective is the realization of human preferences, (2) those preferences are initially unknown to the AI, and (3) the AI's inferences about the preferences ultimately must come from human behavior. Still needed, he says, are major advances in computational technology ("deep learning", for example, won't suffice) and in moral philosophy (produced, I presume, by philosophers who believe in reaching definite conclusions).
  fpagan | May 29, 2020 |
Excellent book to gain a superficial understanding of the current state of AI. The latter third of the book is a detailed analysis of the role of preferences and utility in AI. This will come more easily to those with some exposure to psychology and behavioural economics, and provides an insight into the complexities involved in getting a machine to do what you want it to do when you are yourself uncertain of what that goal is or what it implies. Great book! ( )
  jvgravy | Nov 4, 2019 |
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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"--

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