NJ A 4730 requires any person or entity that deploys generative AI to communicate or interact with a consumer for trade or commerce purposes to provide clear and conspicuous notice at the beginning of the interaction that the consumer is communicating with AI, if the deployment could cause a reasonable person to believe they are interacting with a human. Violations constitute unlawful practices under New Jersey's Consumer Fraud Act, enforceable by the Attorney General with civil penalties up to $10,000/$20,000 per offense. Private plaintiffs who suffer ascertainable loss may bring suit for treble damages and attorney's fees under the CFA. The bill defines generative AI as a technology system trained on data, designed to simulate human communication via text, audio, or visual output, and generating non-scripted outputs with limited or no human oversight.