GK Question

technology medium mcq

Which practice ensures ML models are tested for fairness across demographic groups?

  1. Bias Audits
  2. Fairness Metrics
  3. Both A and B
  4. Neither

Answer: Both A and B

Fairness testing: bias audits detect disparate impact, fairness metrics (demographic parity, equalized odds) quantify equity. Critical for ethical AI deployment in regulated sectors.

Topic MLOps
Exam Relevance Banking, UPSC, SSC