论文标题

对AI的调节的闭环视图:在重复相互作用中相等的影响

Closed-Loop View of the Regulation of AI: Equal Impact across Repeated Interactions

论文作者

Zhou, Quan, Ghosh, Ramen, Shorten, Robert, Marecek, Jakub

论文摘要

最近,人们对AI的调节引起了很多兴趣。我们主张基于民权立法的观点,该观点是基于平等待遇和同等影响的观念。在AI系统及其用户的闭环视图中,同等的治疗涉及一个通过循环。在我们看来,同等影响涉及重复相互作用的长期平均行为。为了确定平均值及其特性的存在,需要研究闭环的千古特性及其独特的固定度量。

There has been much recent interest in the regulation of AI. We argue for a view based on civil-rights legislation, built on the notions of equal treatment and equal impact. In a closed-loop view of the AI system and its users, the equal treatment concerns one pass through the loop. Equal impact, in our view, concerns the long-run average behaviour across repeated interactions. In order to establish the existence of the average and its properties, one needs to study the ergodic properties of the closed-loop and its unique stationary measure.

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