Why One Benchmark Score Misleads: Interpreting Low Vectara and High AA-Omniscience in Production

https://rowansbrilliantblog.theburnward.com/how-to-evaluate-and-control-llm-hallucinations-for-safety-critical-production

Engineers, product managers, and procurement teams often rely on single benchmark numbers to pick a model. That is tempting: a single scalar is easy to compare across vendors and makes procurement meetings simple