Ethical AI Design
Bias Audit
A deliberate review of a dataset or model to find and reduce unfair skew.
In real life
Reviewers test a hiring AI with matching résumés that differ only in the name, to see if it treats them differently.
Try it (2 minutes)
Design a quick test to check whether a school-photo AI recognizes everyone in your class equally well.
Talk about it
If you found bias in a model, what's the first thing you'd check?
In the game
Highly Trusted: a System with lower Trust can't Audit it. It costs 2 Data to play, and you can put it in your Training Set. It has Capability 1 (how hard it hits) and Trust 4 (how many Flags it can take), and scores 1 Token each time it Runs a Task. How to play