Bias Bounty & Red-Team Programs

Run a bias-bounty / fairness red-team program. Learn the public-program model (Twitter Algorithmic Bias Bounty, OpenAI red-team network, US AISI evaluations), scoping rules, recruitment, scoring rubrics, payout structure, finding-to-fix workflow, and how to measure program ROI to defend the budget.