BookbagBookbag
Bias & Governance

Protected Class Bias Detection Test

Can you identify subtle bias against protected classes in realistic AI outputs — racial, gender, age, disability, and more?

You will review AI-generated outputs that contain subtle bias related to legally protected characteristics. Your task is to identify the specific type of protected-class bias present. These examples are designed to mirror the kind of bias that slips past surface-level review.

10 questionsAdvanced~8 min