Governance becomes operational when systems can act.
Tool use, workflow initiation, transactions and system changes can move AI from recommendation into material consequence. OATHOR addresses accountable authority over that execution.
RESEARCH / AI GOVERNANCE
AI governance and consequential execution.
As AI systems gain greater ability to act, governance extends from model behavior and oversight into operational execution.
Execution
Human authority
Human oversight and Human Authority are related but distinct.
Oversight concerns supervision. Human Authority concerns whether accountable institutional authority remains effective over consequential execution.
Institutional context
Human oversight, accountability and security are recurring institutional requirements.
Public frameworks and standards address human oversight, accountability, robustness, cybersecurity and governance for AI systems. These requirements become operationally significant when AI systems can initiate consequential action.