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Ep13: Ethical Machines; w/ Reid Blackman, PhD, Author and Consultant — Product Market Fit podcast

Product Market Fit

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Is There a Black Box?

When the algorithm is learning from all that data, what it's looking at are phenomenally complex mathematical patterns. And you and I can't understand the mathematical pattern of Pepe's pixels. So that's how we get to the notion of a black box model. The final one has to do with bias or discrimination. There's lots of ways you can come up with bias or discriminatory models. For instance, discriminating against black people in the hiring process or giving out credit or insurance or etc., etc.

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