Accuracy stops being a pass: shared errors make three observers worth one, so certify the deployment
In multi-agent coordination, deciding whether a coordinator may act on its inferences by inference accuracy fails in both directions, approving harmful language-model deployments in Hanabi where shared errors compound and rejecting beneficial ones in task assignment where costly errors are rare.