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Formal normative specification for the Neurotransparency standard (NTS v1.0.0). Defines schema-level requirements, validation rules, and compliance structures for cognitive traceability in AI–human scientific workflows.

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title filetype type version status created updated author maintainer contact license ai_assisted ai_assistance_details doi
Neurotransparency Specification (NTS) — Repository Overview
documentation
documentation
2.0.0
Active
2025-12-03
2025-12-18
Waveframe Labs
Waveframe Labs
swright@waveframelabs.org
CC-BY-4.0
partial
AI-assisted drafting and structural refinement with full human review and final approval.
10.5281/zenodo.17809676

NTS Banner

Neurotransparency Specification (NTS) v2.0.0

Formal normative standard for cognitive traceability in AI–human scientific workflows

Waveframe Labs · Aurora Research Initiative (ARI)
Waveframe Labs Governed Repository
DOI
License: CC BY 4.0 Version
ORCID


Overview

The Neurotransparency Specification (NTS) defines the formal, normative, machine-verifiable rules required for cognition—human or synthetic—to legitimately influence scientific claims under ARI governance.

Where the Neurotransparency Doctrine defines why cognitive traceability is required, the NTS defines what must be disclosed and attributable, through:

  • structural schemas
  • attribution and disclosure requirements
  • role-separation constraints
  • provenance and integrity guarantees
  • compliance targets for CRI-CORE

Together, the Doctrine and Specification define the foundational epistemic layer of ARI’s reproducibility stack.

NTS does not evaluate correctness, novelty, or scientific merit.
It defines conditions of epistemic legitimacy, not truth.


Repository Structure

/specification - Canonical NTS v2.0.0 document (Markdown)
/figures - Banners and visual assets
/LICENSE - CC BY 4.0 license
/CITATION.cff - Citation metadata
/logs - Initialization and governance logs

PDF Artifact

The canonical PDF for NTS v2.0.0 is generated deterministically using Waveframe PDF Forge and attached as a release asset for the tagged version.

The PDF is not committed to the repository.


Citation

Please cite the specification using the metadata in CITATION.cff.


© 2025 Waveframe Labs · Independent Open-Science Research Entity · ORCID: 0009-0006-6043-9295 · DOI: 10.5281/zenodo.17809676

Governed under the Aurora Research Initiative (ARI)

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Formal normative specification for the Neurotransparency standard (NTS v1.0.0). Defines schema-level requirements, validation rules, and compliance structures for cognitive traceability in AI–human scientific workflows.

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