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Normative SpecificationRegenerative Systems Model — A Living Outcome-Forming EcologyRegenerative Systems Model — A Living Outcome-Forming Ecology

Concept Paper v2.0 Status Normative Conceptual Reference Abbreviation RSM Companion Specifications RSM Subject Model; RSM Semantic Model and Taxonomy Architecture; RSM Canonical Model & Protocol Specification; RSM Runtime & Federation Archi

Normative Specification1. Purpose and NamingRegenerative Systems Model — A Living Outcome-Forming Ecology

Normative Specification1.1 From Map to ModelRegenerative Systems Model — A Living Outcome-Forming Ecology

The Regenerative Systems Model provides a conceptual and computational framework for representing how ecological, human, social, economic, institutional, material, and technological systems interact to produce outcomes. It is concerned not

Normative Specification1.2 PurposeRegenerative Systems Model — A Living Outcome-Forming Ecology

RSM exists to make complex regenerative systems computationally legible without reducing them to transactions, supply chains, organizational charts, or static knowledge graphs. It provides a shared grammar through which independently govern

Normative Specification1.3 Foundational ThesisRegenerative Systems Model — A Living Outcome-Forming Ecology

RSM rests on the proposition that complex regenerative outcomes are rarely produced by isolated actors. They arise through ecologies of relationships in which capabilities, materials, knowledge, evidence, capital, authority, obligations, tr

Normative Specification2. The Rhizosphere as an Explanatory FoundationRegenerative Systems Model — A Living Outcome-Forming Ecology

Normative Specification2.1 A Living Ecology of InteractionRegenerative Systems Model — A Living Outcome-Forming Ecology

The biological rhizosphere provides a powerful explanatory model for RSM. Around a living root, plants, fungi, bacteria, minerals, water, organic matter, and soil organisms do not merely coexist; they signal, exchange, compete, cooperate, t

Normative Specification2.2 Structural Analogy, Not Biological ReductionismRegenerative Systems Model — A Living Outcome-Forming Ecology

RSM does not claim that human institutions, markets, communities, financial systems, or artificial agents behave biologically. The rhizosphere analogy is structural: both involve heterogeneous entities with different capabilities and constr

Normative Specification2.3 Regeneration as Emergent BehaviorRegenerative Systems Model — A Living Outcome-Forming Ecology

The rhizosphere also reveals why regeneration should not be treated merely as a property assigned to an individual product, farm, company, or practice. Regenerative performance emerges from the pattern of interactions and feedback through w

Normative Specification3. The Semantic FoundationRegenerative Systems Model — A Living Outcome-Forming Ecology

Normative Specification3.1 Subject Is a RoleRegenerative Systems Model — A Living Outcome-Forming Ecology

RSM uses Subject as a semantic role rather than an ontological superclass. Something becomes a Subject when it is the focus, target, bearer, feature of interest, or affected entity within an observation, relationship, claim, evaluation, act

Normative Specification3.2 Identity, Kind, Domain Type, and RoleRegenerative Systems Model — A Living Outcome-Forming Ecology

RSM separates four questions that conventional systems often collapse into a single type or profile. Semantic Layer Governing Question Identity Which enduring thing is this? Foundational Kind What fundamentally different kind of thing is it