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Gartner Predicts AI Data Risks to Drive Zero Trust Adoption

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Gartner forecasts that the rise of AI-generated content and the risk of model collapse will accelerate the adoption of zero trust data governance approaches within the next two years. As AI-generated content proliferates, future models trained on such data may experience quality decline, increased hallucinations, and bias. This trend is expected to prompt regulatory scrutiny and drive organizations to implement zero trust data governance strategies to manage and verify AI-generated data. Organizations are advised to focus on metadata management, information governance, and workforce skills to stay ahead of regulatory requirements and maintain data integrity.

Timeline

  1. 20.01.2026 12:45 1 articles · 23h ago

    Gartner Predicts AI Data Risks to Drive Zero Trust Adoption

    Gartner forecasts that the rise of AI-generated content and the risk of model collapse will accelerate the adoption of zero trust data governance approaches within the next two years. Organizations are advised to focus on metadata management, information governance, and workforce skills to stay ahead of regulatory requirements and maintain data integrity.

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