Cathy O'Neil
凯西·奥尼尔
Champion of Algorithmic Accountability
Biography
Cathy O'Neil is a mathematician and data scientist who became a leading voice for algorithmic accountability. Her bestselling book 'Weapons of Math Destruction' (2016) exposed how opaque big data algorithms can reinforce inequality and threaten democracy through biased decisions in areas like hiring, lending, and criminal justice. She founded ORCAA, an algorithmic auditing company that helps organizations identify and correct bias in their models. She previously worked as a quantitative analyst at the hedge fund D.E. Shaw.
凯西·奥尼尔是一位数学家和数据科学家，成为算法问责领域的领军人物。她的畅销书《数学杀伤性武器》（2016年）揭露了不透明的大数据算法如何在招聘、贷款和刑事司法等领域通过有偏见的决策加剧不平等并威胁民主。她创立了ORCAA——一家算法审计公司，帮助组织识别和纠正模型中的偏差。她此前曾在对冲基金D.E. Shaw担任量化分析师。
Key Achievements
Author of bestselling 'Weapons of Math Destruction' (2016)
畅销书《数学杀伤性武器》作者（2016年）
Founded ORCAA algorithmic auditing company
创立ORCAA算法审计公司
Leading voice for algorithmic accountability and fairness
算法问责与公平的领军人物
References & Citations
- Wikipedia: Cathy O'Neil — https://en.wikipedia.org/wiki/Cathy_O%27Neil
- O'Neil, C. Weapons of Math Destruction. Crown, 2016.
