By Eldar Haber.
This Article introduces the concept of the “Invisible Ripple Effect,” a systemic risk emerging from the widespread professional use of generative AI. As AI-generated content enters legal, academic, and policy systems, fabricated citations and other subtle errors can propagate through expert knowledge infrastructures, gradually transforming false information into institutional authority. The Article argues that existing regulatory frameworks fail to address these replication-driven risks and proposes a governance model designed to disrupt error propagation across professional domains.