01The thesis
Three regions, one rule.
AI should earn the right to act.
Self is competence infrastructure for autonomous AI, turning demonstrated performance into earned autonomy.
01The thesis
Three regions, one rule.
- 01
Intelligence: what a model can do.
- 02
Competence: what it has demonstrated.
- 03
Authority: what it should be allowed to do.
- 04
Policy bounds every change in authority.
02Principles
The question behind Self.
What has this AI system demonstrated that it can be trusted to do?
- 01
Authority is earned, and reversible.
Expand scope when evidence and policy support it. Restore review when conditions change.
- 02
Scope is a class of work.
Treat familiar work and unfamiliar cases separately.
- 03
Read observed work in context.
Keep agent actions, human judgments and later outcomes connected.
- 04
Your organization keeps the ceiling.
Your owner approves changes. Your systems enforce them.
- 05
Evidence over adjectives.
Every recommendation must point to the work behind it.