LLMs are typically trained using data extracted from the web, as well as a variety of other sources, including books, code repositories, and research articles. Some of these sources already contain AI-generated content, and if the current trend continues, almost all of them will eventually be filled with AI-generated data.
“In this evolving regulatory environment,” Chan continued, “all organizations will need the ability to identify and tag AI-generated data. Success will depend on having the right tools and a workforce skilled in information and knowledge management, as well as metadata management solutions that are essential for data cataloging.”
As a result, Gartner points out that proactive metadata management practices will become a key differentiator, as they will allow organizations to analyze, alert, and automate decision-making across all their data assets.
