AI may automate execution.
Legal accountability cannot be automated.
As autonomous systems expand into operational, financial, and safety-sensitive domains, authority and liability must remain anchored to legally accountable human institutions.
This doctrine establishes the constitutional baseline for delegated autonomy.
Execution may be automated.
Authority remains institutional.
Autonomous systems amplify speed, scale, and consequence.
When authority is delegated without defined structural boundaries, risk concentrates silently.
Authority must scale proportionally to risk and consequence.
Low-impact automation may operate within bounded envelopes.
Life-critical or irreversible harm domains require non-detachable human institutional authority.
No autonomous system should execute actions without formally defined delegation boundaries.
Authority must be explicitly assigned before capability is deployed.
Delegation is not binary.
Authority must scale proportionally to risk and consequence.
Low-impact automation may operate within bounded envelopes.
Life-critical or irreversible harm domains require non-detachable human institutional authority.
Every delegated authority must map to a legally responsible entity.
Liability cannot be abstracted into runtime logic.
Governance ensures accountability remains traceable, enforceable, and revocable.
Authority architecture must be reflected across the system lifecycle:
Governance is not documentation.
It is structural architecture.
Under current legal frameworks, liability and accountability remain anchored to identifiable human and corporate entities.
Autonomous systems do not assume fiduciary duty.
Authority cannot detach from accountable institutions.
This doctrine provides the constitutional foundation for the ASRGM governance architecture.
