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Foundational epistemic doctrine defining the cognitive integrity requirements for AI–human scientific workflows. Establishes the eight axioms of neurotransparency.

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Waveframe-Labs/Neurotransparency-Doctrine

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title version doi status created updated type author maintainer license ai_assisted ai_assistance_details policy_version anchors dependencies
Neurotransparency Doctrine — Repository Overview
2.0.0
10.5281/zenodo.17957384
Active
2025年11月19日
2025年12月16日
documentation
Waveframe Labs
Waveframe Labs
CC-BY-4.0
partial
AI-assisted editorial review and structural consistency checking under full human oversight.
ARI-Metadata-2.0.0
NT-README-v2.0.0
doctrine/Neurotransparency_Doctrine.md

Neurotransparency Doctrine Banner

Neurotransparency Doctrine

Epistemic Foundations for Cognitive Integrity in AI–Human Scientific Workflows

Waveframe Labs · Governed under the Aurora Research Initiative (ARI)

Waveframe Labs Governed Repository DOI
ORCID License: CC BY 4.0


Overview

The Neurotransparency Doctrine defines the epistemic conditions under which cognition — human or synthetic — may legitimately influence scientific claims.

It establishes eight axioms governing:

  • attribution
  • traceability
  • integrity
  • independence
  • continuity
  • falsifiability
  • downstream validity
  • legitimacy through trace rather than trust

The doctrine is epistemic, not procedural.
It defines why certain cognitive standards are required — not how they are enforced.


Authority & Scope

This repository contains the canonical philosophical doctrine of Neurotransparency.

It does not function as institutional law, enforcement policy, or tooling specification.

Relationship to ARI

  • Aurora Research Initiative (ARI) is the constitutional governance authority.
  • Neurotransparency Doctrine defines epistemic admissibility conditions.
  • Neurotransparency Specification (NTS) defines structural and compliance requirements.
  • AWO and CRI-CORE implement enforcement under ARI governance.

Neurotransparency informs ARI.
ARI governs Neurotransparency.


Repository Structure

/doctrine – Canonical doctrine source (Markdown)
/figures – Visual assets (banners, logos)
/logs – Governance and initialization records
CITATION.cff – Citation metadata
LICENSE – CC BY 4.0 license
README.md – Repository overview

Persistent Identifiers (DOI)


Citation

Wright, Shawn C. (2025).
Neurotransparency Doctrine: Epistemic Foundations for AI–Human Scientific Workflows.
Waveframe Labs / Aurora Research Initiative (ARI).
Version 2.0.0 
DOI: 10.5281/zenodo.17957384 

License

This work is licensed under Creative Commons Attribution 4.0 (CC BY 4.0).


© 2025 Waveframe Labs — Independent Open-Science Research Entity • Governed under the Aurora Research Initiative (ARI)

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