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An emerging AI mainstream: deepening our comparisons of AI frameworks through rhetorical analysis

机译：一个新兴的AI主流：通过修辞分析深化我们的AI框架的比较

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摘要

Comparing frameworks for AI development allows us to see trends and reflect on how we are conceptualizing, interacting with, and imagining futures for AI. Recent scholarship comparing a range of AI frameworks has often focused methodologically on consensus, which has led to problems in evaluating potentially ambiguous values. We contribute to this scholarship using a rhetorical perspective attuned to how frameworks shape people's actions. This perspective allows us to develop the concept of an "AI mainstream" through an analysis of five of the highest-profile frameworks, including Asimov's Three Laws. We identify four features of this emerging AI mainstream shared by most/all of the frameworks: human-centered design focus, abstraction-oriented ethical reasoning, privileged authorship, and ahistorical regulatory justifications. Notably, each of these features permeates each framework, rather than being limited to a single principle. We then evaluate these shared features and offer scholarly alternatives to complement and improve them.
机译：比较AI开发的框架使我们能够看到趋势并反思我们如何概念化，与AI的期货和想象的期货。最近比较一系列AI框架的奖学金经常在方法上集成，这导致评估潜在模糊的值的问题。我们使用修辞观点来促进框架塑造人们的行为如何促进这项奖学金。这种观点允许我们通过分析五个最高型材框架的分析来开发“AI主流”的概念，包括Asimov的三个法律。我们确定了由大多数/所有框架共享的新兴AI主流的四个特征：以人为本的设计焦点，抽象的道德推理，特权作者和Ahistorical监管理由。值得注意的是，这些特征中的每一个渗透每个框架，而不是限于单个原理。然后，我们评估这些共享功能，并提供学术替代品以补充和改进它们。

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