GK Question

technology hard mcq

Which technique helps explain AI model predictions to non-technical stakeholders?

  1. Feature Importance
  2. LIME/SHAP
  3. Model Cards
  4. All of these

Answer: All of these

Explainable AI (XAI) techniques: Feature Importance ranks input influence; LIME/SHAP provide local explanations; Model Cards document model purpose, performance, limitations. Critical for trust and regulatory compliance.

Topic Algorithmic Accountability
Exam Relevance UPSC, Banking, SSC