017 – Responsible AI: How Data Lies

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

An episode of the The IDEMS Podcast podcast, hosted by IDEMS International, titled "017 – Responsible AI: How Data Lies" was published on January 9, 2024 and runs 24 minutes.

January 9, 2024 ·24m · The IDEMS Podcast

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Summary

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

Episode 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

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