Obviously the more transparency we have as auditors, the more we can get, but the main goal is … - Cathy O'Neil

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And the quality of good judgement is clearly a form of knowledge and skill, as it is because of knowledge and not because of ignorance that we judge well.

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.

Black, Detail, Goal, Important, Understand

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We can't just throw something out there and assume it works just because it has math in it.

Assume, Assuming, Math, Throw, Works

When I think about whether I want to take a job, I don't just think about whether it's technically interesting, although I do consider that. I also consider the question of whether it's good for the world.

Although, Interesting, Job, Jobs, Think, Thinking

Micro-targeting is the ability for a campaign to profile you, to know much more about you than you know about it, and then to choose exactly what to show you.

Ability, Campaigns, Choose, Know, Profile

There are lots of different ways that algorithms can go wrong, and what we have now is a system in which we assume because it's shiny new technology with a mathematical aura that it's perfect and it doesn't require further vetting. Of course, we never have that assumption with other kinds of technology.

Aura, Different, Further, Perfect, Technology

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.

Agendas, Algorithm, Algorithms, Embedding, Know