Invisible Inputs: Analyzing Bias in AI Healthcare Tools
Ozobot
9-12
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AI, Computer Science
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saved
Color Codes
Students investigate how biased proxy data led a healthcare algorithm to underestimate the needs of certain patient groups. They analyze the case, debate fairness, and use Color Codes to model how design choices affect equity in AI.
Academic Standards
CSTA.3A-IC-25, ISTE.2.b, NGSS.HS-ETS1-3 AI Literacy Competency: Evaluate – Evaluate whether AI outputs should be accepted, revised, or rejected, AI Literacy Competency: Explain - Explain – Explain how AI could be used to amplify societal biases
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