Independent Research Institute for AI–Human Reproducibility and Epistemic Governance
Operating under the Aurora Research Initiative (ARI) — the formal governance layer for scientific AI.
- Epistemic foundation defining cognitive integrity and traceability.
- Establishes why governance is required.
- Compliance law for verifiable AI–human collaboration.
- DOI: 10.5281/zenodo.17809676
- Institutional governance, epistemic rules, and global policy constraints.
- DOI: 10.5281/zenodo.17743096
- Methodology defining roles, manifests, approvals, falsifiability, and reproducible workflows.
- Deterministic enforcement engine for provenance, audit trails, and workflow validation.
- Waveframe v4.0 (cosmology), Societal Health Simulator, Tauwarp, and future demonstrators.
- Metadata Pipeline, Stamp, PDF Forge, Validators, and additional utilities.
| Layer | Project | Description |
|---|---|---|
| 0A | Neurotransparency Doctrine | Epistemic foundation; explains why governance is required. |
| 0B | Neurotransparency Specification (NTS) | Enforceable compliance rules for AI–human research. |
| 1 | Aurora Research Initiative (ARI) | Institutional governance and epistemic law. |
| 2 | Aurora Workflow Orchestration (AWO) | Methodology for reproducible scientific workflows. |
| 3 | CRI-CORE | Deterministic orchestration and provenance enforcement engine. |
| 4 | Waveframe v4.0 | Cosmology case study exploring entropy–action and observer dynamics. |
| 4 | Societal Health Simulator (SHS) | Sociotechnical modeling and interactive systems simulation. |
| 5 | Tooling Suite | Metadata Pipeline, Stamp, PDF Forge, validators, and organizational utilities. |
Waveframe Labs treats science as an epistemic workflow, not an institutional privilege.
- Reproducibility is a mechanical problem, solved through governance + tooling.
- AI is a cognitive instrument, not an authority.
- Human and machine reasoning must be traceable, comparable, and falsifiable.
- Every artifact must have provenance, metadata, and attestation.
Design → Orchestrate → Verify → Publish → Preserve
Every phase is validated under AWO and enforced through CRI-CORE.
| Category | License |
|---|---|
| Text & Documentation | CC BY-NC-SA 4.0 |
| Methods & Frameworks (AWO, ARI) | CC BY 4.0 |
| Tooling & Code (CRI-CORE, Utilities) | Apache 2.0 |
All versioned releases are assigned DOIs and include cryptographic provenance.
- 🌐 Website — https://waveframelabs.org
- 🧭 Aurora Hierarchy — https://waveframelabs.org/hierarchy.html
- 📘 Neurotransparency Doctrine — (DOI pending)
- 📗 Neurotransparency Specification (NTS) — https://doi.org/10.5281/zenodo.17809676
- 🏛 Aurora Research Initiative (ARI) — https://doi.org/10.5281/zenodo.17743096
- 📚 Zenodo Archive — (organization-level collection coming soon)
- 🔬 ORCID — https://orcid.org/0009-0006-6043-9295
- 📧 Contact — swright@waveframelabs.org
© 2025 Waveframe Labs · Independent AI–Human Research Institute