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Quote by Cathy O'Neil

“There's less of a connection for a lot of people between the technical decisions we make and the ethical ramifications we are responsible for.”

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Cathy O'Neil

Cathy O'Neil is an expert in data science and statistics, with a focus on data analysis and machine learning. Her work centers on ethical and fairness issues within these fields. more

“So much of our society as a whole is gearing us to maximize our salary or bonus. Basically, we just think in terms of money. Or, if not money, then, if you're in academia, it's prestige. It's a different kind of currency. And there's this unmeasured dimension of all jobs, which is whether it's improving the world.”

Ifs Thinking World Kind Different Whole Jobs Term Dimensions Our Society Different Kinds Currency Improving Salary Prestige Academia Bonus

Author:Cathy O'Neil

“The training one receives when one becomes a technician, like a data scientist - we get trained in mathematics or computer science or statistics - is entirely separated from a discussion of ethics.”

Computer Training Ethics Scientist Mathematics Data Discussion Statistics Computer Science Technicians

Author:Cathy O'Neil

“Most people don't have any association in their minds with what they do and with ethics. They think they somehow moved past the questions of morality or values or ethics, and that's something that I've never imagined to be true.”

People Thinking Mind Past Values Morality Ethics Moved Being True Association

Author:Cathy O'Neil

“Especially from my experience as a quant in a hedge fund - I naively went in there thinking that I would be making the market more efficient and then was like, oh my God, I'm part of this terrible system that is blowing up the world's economy, and I don't want to be a part of that.”

Thinking World Want Would Be Economy Terrible Fund Efficient Blowing Up Hedge Fund

Author:Cathy O'Neil

“It's a standard thing you hear from startup people - that their product is somehow improving the world. And if you follow the reasoning, you will get somewhere, and I'll tell you where you get: You'll get to the description of what happens to the winners under the system that they're building.”

People Ifs World Happens Building Products Standards Winner Reasoning Description Improving

Author:Cathy O'Neil

“Every system using data separates humanity into winners and losers.”

Humanity Data Winner Loser Winner And Loser

Author:Cathy O'Neil

“An insurance company might say, "Tell us more about yourself so your premiums can go down." When they say that, they're addressing the winners, not the losers.”

Might Company Winner Loser About Yourself Insurance Companies

Author:Cathy O'Neil

“That's what we do when we work in Silicon Valley tech startups: We think about who's going to benefit from this. That's almost the only thing we think about.”

Thinking Benefits Valleys Silicon Silicon Valley

Author:Cathy O'Neil

Quote by Cathy O'Neil

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