
ALT Executive infographic titled The First-Answer Gravity. Four inputs—independent view, alternative options, disconfirming evidence, and weak signals—are pulled toward an AI recommendation. A Design for Dissent panel recommends forming views independently, asking what would disprove the recommendation, naming the reversal trigger, and recording the minority case.

ALT Executive infographic titled The Certainty Conversion. A left-to-right flow shows a probabilistic signal moving through a policy threshold into approve, deny, route, and escalate actions, then consequences for customers, employees, capital, and risk. The highlighted rule says the threshold is a policy decision, not a model setting.

ALT Executive infographic titled The First-Answer Gravity. Four inputs—independent view, alternative options, disconfirming evidence, and weak signals—are pulled toward an AI recommendation. A Design for Dissent panel recommends forming views independently, asking what would disprove the recommendation, naming the reversal trigger, and recording the minority case.

