MRH Boundaries

The MRHMarkov Relevancy HorizonFractal context scoping — defines where governance applies— Markov Relevancy Horizon — answers the question: where does governance apply? Not everywhere uniformly. Not by organizational fiat. By measuring where internal state transitions are more relevant to each other than to the external environment.

The formal criterion: an MRHMarkov Relevancy HorizonFractal context scoping — defines where governance appliesboundary encloses the minimal set of interacting degrees of freedom whose state transitions materially influence coherence evolution. Inside the boundary, entities affect each other more than they affect outsiders. This is predictive sufficiency — the system within the boundary contains enough information to predict its own next state.

Enterprise mapping: When is the team the right MRHMarkov Relevancy HorizonFractal context scoping — defines where governance appliesscope? When team members' decisions affect each other more than they affect other teams. When is the department the right scope? When cross-team dependencies dominate. When is the business unit the right scope? When regulatory or market forces create shared coherence across departments. The MRHMarkov Relevancy HorizonFractal context scoping — defines where governance appliesis not chosen by management — it is measured from observed interaction patterns.

MRHMarkov Relevancy HorizonFractal context scoping — defines where governance applies is fractal. The same measurement works at every scale. A single agent has an MRHMarkov Relevancy HorizonFractal context scoping — defines where governance applies (its operational context). A team has an MRHMarkov Relevancy HorizonFractal context scoping — defines where governance applies. A department, a company, an industry consortium. The boundary criteria are identical at each level — only the entities and interactions change.

Practical application: When deploying AIArtificial IntelligenceSystems that learn, adapt, and act with real-world impact agents, define the MRHMarkov Relevancy HorizonFractal context scoping — defines where governance appliesby asking: which other entities does this agent's behavior materially affect? Those entities share an MRHMarkov Relevancy HorizonFractal context scoping — defines where governance appliesboundary. Governance rules apply within that boundary. Outside it, different rules may apply — or the same rules at a different scale.