The Token Cost of Harm Reduction

Everyone talks about whether AI agents should reason about harm before acting. Nobody talks about what that reasoning actually costs. A full EU AI Act harm check per action runs 700-1,650 tokens minimum &ndash; more with a reasoning model, more when the agent needs lookups to establish context. Multiply by 100 actions in a medium task and the safety layer costs as much as the work itself. The…