Cathy O'Neil Quotes
Obviously the more transparency we have as auditors, the more we can get, but the main goal is to understand important characteristics about a black box algorithm without necessarily having to understand every single granular detail of the algorithm.
O'Neil, Cathy. "The Formula for Injustice: Cathy O'Neil on the Dangers of Big Data." Interview by David Kupfer. The Sun, The Sun Publishing Company, Aug. 2018.
Catherine ("Cathy") Helen O'Neil is an American mathematician, data scientist, and author. She is the founder of the blog mathbabe.org and has written books on data science, including the New York Times best-seller Weapons of Math Destruction. Her opinion columns are published in Bloomberg View. She is a former Director of the Lede Program in Data Practices at Columbia University Graduate School of Journalism's Tow Center.