Hallucination Taxonomy: Types, Causes, and Targeted Mitigations

Not all hallucinations are equal. Factual confabulation, reasoning errors, instruction deviation, and temporal confusion are distinct failure modes with different causes and different mitigations. Understanding the taxonomy lets you choose the right fix for the specific hallucination type your application encounters.