Responsible AI

Responsible AI is a framework of principles and practices for developing and deploying AI systems that are safe, fair, transparent, accountable, and beneficial to society. It encompasses bias measurement and mitigation, privacy protection, human oversight, clear documentation of intended uses and limitations, stakeholder engagement, and ongoing monitoring after deployment. Responsible AI is not a checklist but a continuous process that evolves as capabilities, deployment contexts, and societal norms change.