What Are AI Hallucinations?
Databricks, Thursday, August 13th, 2026
Databricks explains what AI hallucinations are, why they occur and how organisations can reduce them.
Databricks published an explainer on AI hallucinations, defined as fabricated or incorrect responses produced by AI models and presented as fact.
The post covers why hallucinations happen, describing outputs that sound coherent and confident but are factually wrong or unsupported. It sets out the risks these create for organisations relying on model output.
The guidance covers detection approaches and safeguards that improve accuracy. The piece is written by Databricks staff as a foundational reference.