Hallucination: Causes, Measurement, and Mitigations

By C.W. Jameson · Published 20 December 2025 · Last reviewed 20 January 2026

Hallucination is not a bug to be patched. It is a property of the architecture with known mitigation strategies.

Why language models hallucinate, how to measure your pipeline's hallucination rate, and practical mitigation strategies.