Episode
The Invisible AI - Part 3: Your Bias Is Showing — And So Is the Algorithm's
- Podcast
- AI Innovations Unleashed
- Published
- Feb 21, 2026
- Duration seconds
- 2811
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Summary
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...