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Cassie Kozyrkov

Pay Attention to That Man Behind the Curtain

July 11, 2019 by Cassie Kozyrkov

AI fairness

AI bias doesn’t come from AI algorithms, it comes from people. What does that mean and what can we do about it? Technology is not free of humans No technology is free of its creators. Despite our fondest sci-fi wishes, there’s no such thing as ML/AI systems that are truly separate and autonomous… because they start with us. All technology is an echo of the wishes of … [Read more...] about Pay Attention to That Man Behind the Curtain

How to Prevent Embarrassment in AI

July 11, 2019 by Cassie Kozyrkov

AI Ethics

How will you prevent embarrassment in machine learning? The answer is… partially. Expect the unexpected! Wise product managers and designers might save your skin by seeing some issues coming a mile off and helping you cook a preventative fix into your production code. Unfortunately, AI systems are complex and your team usually won’t think of everything. There will be … [Read more...] about How to Prevent Embarrassment in AI

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