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cover of episode Mini Episode: Lessons in AI bias, Facial Recognition Policy and Effects, and Trump‘s Visa Freeze

Mini Episode: Lessons in AI bias, Facial Recognition Policy and Effects, and Trump‘s Visa Freeze

2020/6/28
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Last Week in AI
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Daniel Bashir
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Jan Latun
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Daniel Bashir: 本期节目讨论了 AI 偏见、面部识别技术带来的不公正以及特朗普政府的签证冻结政策对美国人工智能发展的影响。Tinmit Jebru 的研究揭示了 AI 偏见超越数据本身，而 Jan Latun 的观点则认为 AI 偏见仅仅源于数据。这一分歧凸显了 AI 领域对偏见问题的理解差异。面部识别技术的缺陷导致了无辜者 Robert Williams 的错误逮捕，这直接体现了 AI 技术应用中的伦理风险。特朗普的签证冻结政策则对美国吸引和留住 AI 人才造成严重冲击，阻碍了美国在全球 AI 竞争中的地位。 Tinmit Jebru: AI 偏见不仅存在于数据中，还存在于算法设计、模型训练等多个环节。单纯关注数据偏见无法解决 AI 系统中的根本性问题。需要从技术、社会和伦理等多方面入手，才能有效减少 AI 偏见。 Jan Latun: AI 系统的偏见主要源于训练数据中的偏见。通过改进数据质量和算法设计，可以有效减少 AI 系统的偏见。 Robert Williams: 作为面部识别技术错误识别的受害者，我亲身经历了 AI 技术应用中的不公正。这起事件凸显了 AI 技术应用中需要加强监管和保障个人权益的重要性。 特朗普政府: 签证冻结政策是为了保护美国工人的利益，但同时也对美国吸引和留住高科技人才造成负面影响。

Deep Dive

Shownotes Transcript

Our sixth audio roundup of last week's noteworthy AI news!

This week, we look at how one deep learning pioneer still seems to have something to learn about AI bias, how facial recognition led to a wrongful arrest and the facial recognition ban being pushed by Democratic lawmakers, and how Trump's Visa freeze could affect the US's AI prospects.

Check out all the stories discussed here and more at www.skynettoday.com)

Theme: Deliberate Thought by Kevin McLeod (incompetech.com)

Licensed under Creative Commons: By Attribution 3.0 License)