Thoughtlessness at Scale

Arendt's most explosive claim was that catastrophic evil could be produced without evil intent—that the absence of thinking, rather than the presence of malice, was the engine of the worst the twentieth century had produced. The administrative machinery of mass murder was staffed by people who were, in her precise phrase, terribly and terrifyingly normal: functionaries who attended to their tasks without examining the meaning of those tasks, whose competence was divorced from reflection in a way that made them infinitely interchangeable and infinitely destructive. The AI age inherits this structure at a scope she could not have foreseen. When Arendt described the banality of evil, she was describing a historical exception—a particular regime in a particular moment that had constructed an apparatus of thoughtless execution. Thoughtlessness at scale names the condition in which this is no longer an exception: when automated decision-making systems operate across millions of consequential cases daily,