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## Papers
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Papers provide theoretical justification for foundational specifications.
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They are explanatory, not normative.
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Structural Explainability consists of a small formal core (SE-100: Neutrality; SE-200: Identity Regimes)
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and a parallel stewardship track (SE-ST-Gx) addressing governance over time.
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The stewardship track examines how neutral systems are defined, audited, stressed, and repaired in real institutional contexts.
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The two formal papers provide theoretical justification for foundational specifications.
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They are explanatory rather than normative (they describe what must be true for such systems to work, not what people should believe or do).
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Stewardship papers build on the formal core but do not modify or extend it.
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| Repository | Focus | Status | Description |
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| ------------------------------------------------------------------------------------------------------- | ------------------ | --------- | -------------------------------------------------------------------------------------------------------------------------------------------- |
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| [paper-100-neutral-substrate](https://github.com/structural-explainability/paper-100-neutral-substrate) | Neutrality theorem | Submitted | Narrative exposition of the neutrality theorem and its formal proof, establishing design constraints for neutral representational substrates |
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| [paper-200-identity-regimes](https://github.com/structural-explainability/paper-200-identity-regimes) | Identity regimes | Submitted | Narrative exposition of the identity-regimes result and its formal justification |
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About:
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- [Neutrality](https://arxiv.org/abs/2601.14271): If you want to build an information system for domains
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where people legitimately disagree (like law or politics),
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the core of the system must be neutral;
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if you bake in causes, values, or conclusions,
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the system cannot represent disagreement accurately.
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- [Six Types](https://arxiv.org/abs/2601.16152): To explain events
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(and represent responsibility, evidence, and meaning) in neutral systems,
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information must be organized into six distinct kinds of entities;
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fewer lose essential distinctions, and more add redundancy.
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The two formal papers provide theoretical justification for foundational specifications.
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They are explanatory rather than normative (they describe what must be true for such systems to work, not what people should believe or do).
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Stewardship papers build on the formal core but do not modify or extend it.
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| Repository | Focus | Status | Description |
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| ------------------------------------------------------------------------------------------------------- | ------------------ | --------- | -------------------------------------------------------------------------------------------------------------------------------------------- |
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| [paper-100-neutral-substrate](https://github.com/structural-explainability/paper-100-neutral-substrate) | Neutrality theorem | Submitted | Narrative exposition of the neutrality theorem and its formal proof, establishing design constraints for neutral representational substrates |
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| [paper-200-identity-regimes](https://github.com/structural-explainability/paper-200-identity-regimes) | Identity regimes | Submitted | Narrative exposition of the identity-regimes result and its formal justification |
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About:
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- [Neutrality](https://arxiv.org/abs/2601.14271): If you want to build an information system for domains
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where people legitimately disagree (like law or politics),
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the core of the system must be neutral;
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if you bake in causes, values, or conclusions,
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the system cannot represent disagreement accurately.
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- [Six Types](https://arxiv.org/abs/2601.16152): To explain events
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(and represent responsibility, evidence, and meaning) in neutral systems,
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information must be organized into six distinct kinds of entities;
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fewer lose essential distinctions, and more add redundancy.
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## Design Commitments
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