AI privacy refers to the ethical collection, storage, and use of personal information by artificial intelligence systems, ensuring that individuals' data rights are protected and their personal information is handled responsibly and transparently. It involves preventing unauthorized access and misuse of data, addressing concerns like data breaches, biased algorithms, and lack of transparency in AI decision-making processes.