Risk of AI Model Collapse to Drive Zero Trust Data Governance, Gartner Says

Gartner predicts that the surge of AI-generated content and stricter verification requirements will drive widespread adoption of zero trust data governance within two years, as organizations work to mitigate risks such as LLM quality degradation, hallucinations, and bias. The report advises appointing AI governance leaders, conducting cross-functional risk assessments, updating security and ethics policies, and implementing active metadata practices to authenticate, tag, and monitor data for accuracy and compliance.