# The Invisible AI - Part 3: Your Bias Is Showing — And So Is the Algorithm's

Page: https://stenobird.com/podcast/ai-innovations-unleashed-7077688/the-invisible-ai-part-3-your-bias-is-showing-and-so-is-the-algorithm-s
Text version: https://stenobird.com/podcast/ai-innovations-unleashed-7077688/the-invisible-ai-part-3-your-bias-is-showing-and-so-is-the-algorithm-s.md
Podcast: [AI Innovations Unleashed](https://stenobird.com/podcast/ai-innovations-unleashed-7077688)
Published: 2026-02-21T07:00:00+00:00
Episode link: https://www.buzzsprout.com/2593828/episodes/18719597-the-invisible-ai-part-3-your-bias-is-showing-and-so-is-the-algorithm-s.mp3
Audio file: https://www.buzzsprout.com/2593828/episodes/18719597-the-invisible-ai-part-3-your-bias-is-showing-and-so-is-the-algorithm-s.mp3
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Duration seconds: 2811

## Resource

Episode 3 of The Invisible AI asks the hardest question yet: what if the math itself is the problem? Tour Guide JR D and AI research companion Ada explore why 'just fix the data' isn't enough — and why algorithmic bias runs deeper than dirty training sets. From Amazon's gender-biased hiring tool (2018) to the Optum healthcare algorithm that mistook systemic inequity for health status, to COMPAS criminal risk scores and their proven mathematical fairness trade-offs, to the self-reinforcing fee...

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