AI for regulatory compliance – which hallucination metric matters
As of March 2026, the industry has shifted away from vague accuracy scores toward granular truth-tracking. We have seen a massive influx of models claiming near-perfect performance, yet enterprise teams still struggle with basic document verification. When you are looking at AI for regulatory compliance, the numbers often deceive you because a model that performs […]
Gemini-2.0-Flash 0.7% Hallucination Rate: What Test Was That?
In the enterprise AI landscape, marketing claims move faster than evaluation methodologies. Recently, headlines regarding Gemini 2.0 Flash and its “0.7% hallucination rate” have sent procurement teams into a frenzy. When Google touted this metric, specifically referencing the Vectara Hallucination Leaderboard, the industry treated it as a gold standard. As someone who has spent over […]