压迫的算法
Algorithms of Oppression
Safiya Umoja Noble · 初版 2018 年
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深刻揭示针对有色人种女性的负面偏见如何被植入搜索引擎结果与算法之中。在 Google 上搜索“black girls”——你会发现什么？“Big Booty”和其他露骨的性相关词汇很可能会排在搜索结果前列。但如果你输入“white girls”，结果却截然不同。推荐的色情网站以及关于“为什么黑人女性这么傲慢”或“为什么黑人女性这么易怒”的未经监管讨论，勾勒出黑人女性在现代社会中令人不安的肖像。在 Algorithms of Oppression 中，Safiya Umoja Noble 质疑了这一观点……
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……技术，那是你的自由，但这并不能为你证明自己的信念提供有效框架。出于善意推荐：请务必读一读 Ruha Benjamin 的《Race After Technology》和 Safiya Noble 的《Algorithms of Oppression》。这两本书我真希望更多技术圈以及周边行业的人都能读读。> 话说回来，带着“计算机科学存在偏见甚至带有种族主义”的既定结论去研究，自然会证明它自己……
…technology, thats your call, but it doesn't provide you an effective framework to justify your beliefs. From the perspective of good faith: please do read "Race After Technology" by Ruha Benjamin and "Algorithms of Oppression" by Safiya Noble. They are two books that i wish more tech and tech adjacent people would read. > Now, CS approached with the conclusion that it is biased and somehow racist will, of course, prove itself…
……不过政治立场并非重点。我只是对那些看似客观中立的算法背后隐藏的偏见心存警惕。如果你对这个话题感兴趣，我推荐 Cathy O'Neil 的《Weapons of Math Destruction》和 Safiya Noble 的《Algorithms of Oppression》。我自己也是程序员，所以很理解大家一开始对这些话题往往会有抵触情绪。但对我来说，绝不去写伤害别人的软件很重要，所以我尽量……
…views on politics to be the focus, though. I'm just wary of biases hidden in supposedly unbiased algorithms. If that topic interests you, I can recommend Weapons of Math Destruction by Cathy O'Neil, and Algorithms of Oppression by Safiya Noble. I'm a programmer myself, so I understand if people are initially defensive about these topics. But it's important to me that I never write software that's harmful to people, so I try…