Human Compatible by Stuart Russell
Author:Stuart Russell
Language: eng
Format: epub
Publisher: Penguin Publishing Group
Published: 2019-10-07T16:00:00+00:00
Reasons for Caution
You may find the Partnership on AI’s promises of cooperation on AI safety less than reassuring if you have been following progress in self-driving cars. That field is ruthlessly competitive, for some very good reasons: the first car manufacturer to release a fully autonomous vehicle will gain a huge market advantage; that advantage will be self-reinforcing because the manufacturer will be able to collect more data more quickly to improve the system’s performance; and ride-hailing companies such as Uber would quickly go out of business if another company were to roll out fully autonomous taxis before Uber does. This has led to a high-stakes race in which caution and careful engineering appear to be less important than snazzy demos, talent grabs, and premature rollouts.
Thus, life-or-death economic competition provides an impetus to cut corners on safety in the hope of winning the race. In a 2008 retrospective paper on the 1975 Asilomar conference that he co-organized—the conference that led to a moratorium on genetic modification of humans—the biologist Paul Berg wrote,16
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Computer Vision & Pattern Recognition | Expert Systems |
Intelligence & Semantics | Machine Theory |
Natural Language Processing | Neural Networks |
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