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Framework page

Decision Closure Framework (DCF)

DCF defines continuous legitimacy as a runtime condition. A decision must remain legitimate not only when it is issued, but while it is executed.

Closure model

Closure(d,t) = Authority(d,t) ∧ Assumptions(d,t) ∧ Evidence(d,t)

A decision may be committed or continued only while closure holds.

Failure condition

If closure breaks, the system must halt, suspend, trigger re-legitimation, or initiate authority rebinding.

Why DCF matters

Monitoring and logging show what a system does. DCF governs whether the decision authorizing that action remains legitimate over time.

When closure breaks, the governance question changes from “is the decision valid?” to “who is now authorized to decide what happens next?”

DCCL levels

LevelMeaning
DCCL-0No explicit closure model
DCCL-1Authority only
DCCL-2Authority + Evidence
DCCL-3Full closure at commit time
DCCL-4Continuous closure during runtime
DCCL-5Continuous closure + adaptive re-legitimation and authority rebinding

Zenodo record →

Authority and research credentials