What Signal Detection Theory Teaches Us About AI Agent Governance

Every binary decision in agent governance maps to a detection problem with measurable sensitivity and bias. Signal Detection Theory explains why optimal governance criteria should shift as agent resources change — and why depleted agents should seek more human input, not less.