凯西·奥尼尔

盲目信仰大数据的时代必须结束

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算法决定谁会得到贷款,谁会得到工作面试,谁会得到保险等等—— 但它们不会自动使事情变得公平。身为数学家兼数据科学家的凯西·奥尼尔为算法创造了一个术语,它们是秘密的、重要的和有害的:“杀伤性数学武器”。通过这个演讲了解更多关于这些公式背后不为人知的运作方式吧。

About the speaker
Cathy O'Neil · Mathematician, data scientist

Data skeptic Cathy O’Neil uncovers the dark secrets of big data, showing how our "objective" algorithms could in fact reinforce human bias.

Data skeptic Cathy O’Neil uncovers the dark secrets of big data, showing how our "objective" algorithms could in fact reinforce human bias.