AAIA: Advanced in AI Audit

Inadequate data quality can cause a generative AI model to learn or retrieve incomplete, inaccurate, biased, or irrelevant information, increasing the likelihood of fabricated or factually incorrect outputs. Access controls, change management, and model cards are governance or documentation concerns rather than direct causes of model hallucinations.