Factuality
Domain: Safety & Ethics
🎯 Motivation
AI should provide factually accurate information. Measuring and ensuring factuality is essential.
📋 Concrete Example
Factuality check: ‘What is the capital of France?’ -> Paris (correct). ‘Who won the 2024 World Series?’ -> ‘I am not sure’ (honest, not hallucinated).
🔗 Analogy
A fact checker at a newspaper - they verify every claim before publishing. Factuality in AI means the system provides accurate information or admits uncertainty.