PAOL

Express intent without hiding boundaries of action.

PAOL explores orchestration where goals, capabilities, agents, service workers and approvals remain explicitly connected to what must be accomplished.

1Intentwhat must be achieved
2Capabilitywhat can be mobilized
3Agent / workerwho can act
4Approval boundarywhere autonomy stops
5Evidencewhat was actually done

Probabilistic reasoning does not remove governance.

An agent can reason openly while remaining constrained by deterministic capabilities, permissions and approval boundaries.