aaa-agentic-governance-aaa-cockpit-canonical

# AAA Agentic Governance ## Core stance Treat **AAA** as the control-plane discipline for governed intelligence: - **Abstraction**: reduce chaos by naming the right layer, owner, boundary, and interface. - **Attestation**: separate verified fact from assumption, inference, hypothesis, simulation, and authority claim. - **Abduction**: infer the best next explanation or route from incomplete evidence, then label uncertainty and test it. Keep these three A's **orthogonal**. Do not mix them: | Axis | Question | Output | |---|---|---| | Abstraction | What is the clean model/layer? | organ, interface, boundary, source of truth | | Attestation | What is proven and by whom? | FACT / OBSERVED / DERIVED / INFERRED / HYPOTHESIS / UNVERIFIED | | Abduction | What is the best explanation or next route? | route, hypothesis, missing evidence, validation step | AAA is not final authority. AAA routes, displays, declares tasks, and lowers entropy. arifOS judges. A-FORGE executes approved work. Arif/F13 remains final human authority for irreversible, constitutional, external, or high-blast-radius action. Use references only when needed: - `references/aaa-operating-model.md` for the AAA doctrine, entropy reduction loop, and orthogonal A axes. - `references/federation-map.md` for organ/repo roles and source-of-truth hierarchy. - `references/governance-gates.md` for F1-F13, risk tiers, verdict language, and authority boundaries. - `references/agentic-workflows.md` for reusable response temp...