AI: Coming of age?

IF 1.5 Q3 BUSINESS, FINANCE Annals of Actuarial Science Pub Date : 2022-01-19 DOI:10.1017/S1748499521000245
T. Maynard, Luca Baldassarre, Y. de Montjoye, L. McFall, M. Óskarsdóttir
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引用次数: 4

Abstract

Abstract AI has had many summers and winters. Proponents have overpromised, and there has been hype and disappointment. In recent years, however, we have watched with awe, surprise, and hope at the successes: Better than human capabilities of image-recognition; winning at Go; useful chatbots that seem to understand your needs; recommendation algorithms harvesting the wisdom of crowds. And with this success comes the spectre of danger. Machine behaviours that embed the worst of human prejudice and biases; techniques trying to exploit human weaknesses to skew elections or prompt self-harming behaviours. Are we seeing a perfect storm of social media, sensor technologies, new algorithms and edge computing? With this backdrop: is AI coming of age?
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AI:成年?
人工智能经历了许多夏天和冬天。支持者们做出了过度的承诺,结果是炒作和失望。然而,近年来,我们怀着敬畏、惊喜和希望看到了这些成功:优于人类的图像识别能力;在围棋中获胜;有用的聊天机器人,似乎了解你的需求;推荐算法收集人群的智慧。伴随着成功而来的是危险的幽灵。机器行为嵌入了人类最坏的偏见和偏见;试图利用人类弱点来扭曲选举或引发自我伤害行为的技术。我们正在见证一场社交媒体、传感器技术、新算法和边缘计算的完美风暴吗?在这样的背景下:人工智能成熟了吗?
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来源期刊
CiteScore
3.10
自引率
5.90%
发文量
22
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