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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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AI - Is There a Bias in AI?

If a bias existed previously and it's training the algorithm on that data set, then that bias will exist in the prediction of that data set. Bias can be introduced by low sample size, right? If you don't have representation, are there other things to look out for as relates to bias when developing AI algorithms? Yeah, there's all sorts of ways. The example that everybody uses in this context is facial recognition software at least circa a few years ago. It's really that I recognize that pictures of black people, especially black women, why they were under sampled.

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