Privacy in AI refers to safeguarding individuals' personal data and information from unauthorized access, disclosure, or misuse. It involves implementing measures to ensure data confidentiality, integrity, and control, respecting user consent. Maintaining privacy is essential for building trust, complying with legal standards, and preventing potential harm or discrimination resulting from the mishandling of sensitive information.