AI Disclosure Guidelines in the music industry refer to the developing regulations and practices focused on transparency regarding the use of artificial intelligence in music creation, production, and distribution. This includes requirements to disclose when content is AI-generated and to be transparent about copyrighted works used to train AI models. Key initiatives include the AI Disclosure Act of 2023 and the TRAIN Act, aiming to protect artists' rights and ensure ethical AI usage.