Generative AI Fairness

Audit and mitigate fairness in generative AI. Learn text-to-image stereotype evaluation (occupation prompts, demographic-default tests), generation-time guardrails (prompt rewriting, attribute conditioning), attribution and dignity harms, video and audio fairness, and the GenAI fairness disclosure expected in system cards.