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017 – Responsible AI: How Data Lies

017 – Responsible AI: How Data Lies

FromThe IDEMS Podcast


017 – Responsible AI: How Data Lies

FromThe IDEMS Podcast

ratings:
Length:
24 minutes
Released:
Jan 9, 2024
Format:
Podcast 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
Released:
Jan 9, 2024
Format:
Podcast episode

Titles in the series (50)

Stories from a social enterprise that uses mathematical sciences in impact-oriented work around the world. Our experiences range from helping some of the world's poorest farmers get value from data, to enabling academics to use AI responsibly in their teaching. We never know what our next task will be but the last 6 years have shown that it is likely to lead to a story.