I know how models are built, because I build them myself, so I know that I'm embedding my values into every single algorithm I create and I am projecting my agenda onto those algorithms. — Cathy O'Neil Copy Share Image
I think there's inherently an issue that models will literally never be able to handle, which is that when somebody comes along with a new way of doing something that's really excellent, the models will not recognize it. They only… — Cathy O'Neil Copy Share Image
With recidivism algorithms, for example, I worry about racist outcomes. With personality tests [for hiring], I worry about filtering out people with mental health… — Cathy O'Neil Copy Share Image
“They draw statistical correlations between a person’s zip code or language patterns and her potential to pay back a loan or handle a job.… — Cathy O'Neil Copy Share Image
I don't think anybody's ever notified that they were sentenced to an extra two years because their recidivism score had been high, or notified… — Cathy O'Neil Copy Share Image
The national conversation around white entitlement, around institutionalized racism, the Black Lives Matter movement, I think, came about in large part because of the… — Cathy O'Neil Copy Share Image
“model’s blind spots reflect the judgments and priorities of its creators. While the choices in Google Maps and avionics software appear cut and dried,… — Cathy O'Neil Copy Share Image
I would argue that one of the major problems with our blind trust in algorithms is that we can propagate discriminatory patterns without acknowledging… — Cathy O'Neil Copy Share Image
We've learned our lesson with finance because they made a huge goddamn explosion that almost shut down the world. But the thing I realized… — Cathy O'Neil Copy Share Image
“Employers, for example, are increasingly using credit scores to evaluate potential hires. Those who pay their bills promptly, the thinking goes, are more likely… — Cathy O'Neil Copy Share Image
It's a standard thing you hear from startup people - that their product is somehow improving the world. And if you follow the reasoning,… — Cathy O'Neil Copy Share Image
The NSA buys data from private companies, so the private companies are the source of all this stuff. — Cathy O'Neil Copy Share Image
“The algorithms would make sure that those deemed losers would remain that way. A lucky minority would gain ever more control over the data… — Cathy O'Neil Copy Share Image
![“With recidivism algorithms, for example, I worry about racist outcomes. With personality tests [for hiring], I worry about filtering out people with mental health problems from jobs. And with a teacher value-added model algorithm [used in New York City to score teachers], I worry literally that…” quote by Cathy O'Neil](https://sms4smile.com/quotes/img-quotes/7df/cathy-o-neil-11478_algorithms_with-recidivism-algorithms-for-example-i_18212.jpg)
