Detailed answer
Key answer: LERA improves accountability by attaching authority and responsibility before execution instead of trying to reconstruct them after an incident.
Core explanation
LERA improves accountability by attaching authority and responsibility before execution instead of trying to reconstruct them after an incident.
AI systems often create responsibility gaps.
When an automated action causes harm, different parties may say:
- the AI generated it;
- the user approved it;
- the vendor designed the system;
- the workflow executed it;
- the data was incorrect;
- the policy was unclear;
- no one expected that outcome.
This fragmentation makes responsibility difficult to assign.
LERA addresses the problem structurally.
Before execution, it requires the system to clarify:
- who has authority;
- who bears responsibility;
- which rule supports the action;
- which governance level applies;
- what consequence is being accepted;
- whether the action is permitted;
- whether stronger review is required.
This does not mean one individual must personally approve every action.
Responsibility may be assigned through an organizational role, institutional authority, mission design, governing policy, or approved autonomous scope.
The key is that responsibility must not disappear simply because execution is automated.
For example, an AI system may approve customer refunds within a defined range. Responsibility may be anchored in an approved operational policy and the manager responsible for that policy.
But if the system proposes an unusually large refund, changes the policy, or operates outside the authorized scope, the action should escalate rather than hide behind automation.
LERA also helps distinguish different forms of failure:
- judgment failure;
- governance failure;
- rule failure;
- unauthorized rule change;
- execution-control failure;
- execution-layer failure.
This makes technical review and institutional accountability more precise.
The central principle is:
automation can perform an action, but it cannot absorb human or institutional responsibility.
LERA ensures that someone or some legitimate governance structure remains answerable before the action occurs.