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017 – Responsible AI: How Data Lies
Published 2 years, 7 months ago
Description
As society embraces AI, interpreting its results can be a matter of life and death. Lily and David consider how we can be misled by data in general, including the results of AI models. They discuss how misinterpreting the output of data often comes down to misunderstanding the limits of what data can tell you.
References:
Simpson’s Paradox: https://en.wikipedia.org/wiki/Simpson%27s_paradox
How to lie with Statistics by Daryl Huff