Algorithms Quote by Cathy O'Neil

“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.”

Cathy O'Neil

★ ★ ★ ★ ★ 3.5 out of 5 (9 ratings)

Algorithms Auditors Black Black boxes Boxes Characteristics Details Goal Goals Important Transparency

More by Cathy O'Neil

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

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

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

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

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

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

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

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

Image

Google is so big you have no idea what a given person does.

Cathy O'Neil

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

Image

The NSA buys data from private companies, so the private companies are the source of all this stuff.

Cathy O'Neil

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

Image

Explore all 59 Cathy O'Neil quotes

More Algorithms quotes

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

Image

Google has - at least at this point - maintained the line where it keeps organic results separate from the advertisements. But over time…

Tim Wu

Image

The classes of problems which are respectively known and not known to have good algorithms are of great theoretical interest. [...] I conjecture that…

Jack Edmonds

Image

No one knows what the right algorithm is, but it gives us hope that if we can discover some crude approximation of whatever this…

Andrew Ng

Image

“Data Scientists should recall innovation often times is not providing fancy algorithms, but rather value to the customer.”

Damian Mingle

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

Image

Object-oriented programming aficionados think that everything is an object.... this [isn't] so. There are things that are objects. Things that have state and change…

Alexander Stepanov

Image

[The Euclidean algorithm is] the granddaddy of all algorithms, because it is the oldest nontrivial algorithm that has survived to the present day.

Donald Knuth

Image

Bitcoin is not “unregulated”. It is regulated by algorithm instead of being regulated by government bureaucracies. Un-corrupted.

Andreas Antonopoulos

Image

It took me 1057 pages to describe the hundreds of mathematical equations, algorithms and programming techniques that I invented and used.

Philip Emeagwali

Image

“We will start by sketching the recursive algorithm and then add details to get to a full description of the algorithm. Footnote : Translation:…

Sariel Har-Peled

Image

The emphasis on mathematical methods seems to be shifted more towards combinatorics and set theory - and away from the algorithm of differential equations…

John von Neumann

Image

Browse all 123 Algorithms quotes

Algorithms Quote by Cathy O'Neil

Related quotes

More by Cathy O'Neil

More Algorithms quotes