AI Governance Institute
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Hallucinations

Hallucinations refer to instances where AI language models generate false, misleading, or fabricated information that sounds plausible but has no basis in fact or training data. This poses significant governance risks because organizations relying on AI systems for decision-making, compliance documentation, or customer-facing communications could inadvertently spread misinformation or violate regulatory requirements. Detecting, mitigating, and disclosing hallucination risks has become a critical component of responsible AI deployment and enterprise risk management frameworks.

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