uncertainty

Design an interruption policy from urgency and consequence, then measure useful action and attention cost beyond clicks.

Turn confidence scores into a defensible approval policy. Work through selective accuracy, uncertainty, correlated errors and review capacity before deciding which invoice fields can bypass a human.

A common behavioural prompt with an AI twist: model capability itself is uncertain. A good answer turns ambiguity into small, time-boxed experiments with clear decisions at the end.

Classic roadmaps assume known capabilities. AI roadmaps must plan for capabilities that may arrive early, late or not at all. Panels want structure that keeps commitments honest and teams moving.