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Towards an Extended Requirements Problem Formulation for Superintelligence Safety

机译:寻求超级智能安全的扩展需求问题公式

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Under the headline "AI safety", a wide-reaching issue is being discussed, whether in the future some "superhuman artificial intelligence" / "superintelligence" could pose a threat to humanity. In addition, the late Steven Hawking warned that the rise of robots may be disastrous for mankind. A major concern is that even benevolent superhuman artificial intelligence (AI) may become seriously harmful if its given goals are not exactly aligned with ours, or if we cannot specify precisely its objective function. Metaphorically, this is compared to king Midas in Greek mythology, who expressed the wish that everything he touched should turn to gold, but obviously this wish was not specified precisely enough. In our view, this sounds like requirements problems and the challenge of their precise formulation. Hence, we take a new perspective on the problem by exploring it using insights from requirements engineering (RE). In addition, the overall issue calls for a major RE endeavor, figuring out the wishes and the needs with regard to a superintelligence, which will in our opinion most likely be a very complex softwareintensive system based on AI. In this paper, we introduce the idea of developing a new theoretical formulation of an extended requirements problem applicable to it, since it involves goals of both stakeholders and of the AI-based system-to-be-built.
机译:在“ AI安全”这一标题下,正在讨论一个广泛的问题,即将来是否某些“超人人工智能” /“超智能”是否会对人类构成威胁。此外,已故的史蒂芬·霍金(Steven Hawking)警告说,机器人的兴起对人类可能是灾难性的。一个主要的担忧是,如果仁慈的超人人工智能(AI)的既定目标与我们的目标不完全一致,或者我们无法确切说明其目标功能,那么它甚至可能变得极为有害。隐喻地,这与希腊神话中的迈达斯国王比较,后者表示希望他所碰到的一切都可以变成黄金,但是显然这个愿望还不够精确。在我们看来,这听起来像是需求问题以及对其精确表述的挑战。因此,我们通过使用需求工程(RE)的见解对问题进行探讨,从而对问题有了新的认识。此外,整个问题还需要进行大量的RE努力,弄清有关超级智能的愿望和需求,我们认为这很可能是基于AI的非常复杂的软件密集型系统。在本文中,我们介绍了开发适用于它的扩展需求问题的新理论公式的想法,因为它涉及利益相关者和要构建的基于AI的系统的目标。

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