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Fabricated Citations

Fabricated citations occur when AI language models generate fake references, sources, or quotations that sound plausible but do not actually exist. This represents a critical governance risk because it undermines the reliability of AI-generated content in enterprise settings where accuracy and verifiability are essential for decision-making. Organizations must implement citation verification protocols and output validation mechanisms to detect and prevent this behavior before deploying generative AI in knowledge work, research, or compliance-sensitive domains.

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