https://github.com/hummbl-dev/hummbl-papers
HUMMBL Research — governance infrastructure papers and reproducibility artifacts
https://github.com/hummbl-dev/hummbl-papers
Last synced: 30 days ago
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HUMMBL Research — governance infrastructure papers and reproducibility artifacts
- Host: GitHub
- URL: https://github.com/hummbl-dev/hummbl-papers
- Owner: hummbl-dev
- License: mit
- Created: 2026-04-16T12:44:09.000Z (3 months ago)
- Default Branch: main
- Last Pushed: 2026-05-13T20:39:13.000Z (about 2 months ago)
- Last Synced: 2026-05-13T22:09:31.650Z (about 2 months ago)
- Language: Python
- Size: 24.4 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
- Citation: CITATION.cff
- Roadmap: ROADMAP.md
- Zenodo: .zenodo.json
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README
# HUMMBL Papers
Research portfolio and reproducibility artifacts for the HUMMBL governance infrastructure program.
## What's here
This repository is the public home of HUMMBL's research output — papers, accompanying research notebooks, datasets, and figures. Each release receives a [Zenodo](https://zenodo.org/) DOI for citation.
The papers target a single thesis: **governed AI infrastructure decomposes into a small set of composable primitives** — auditability (KRINEIA/TRACE), delegation (DCT, DELEGATION_DEPTH), coordination (COORDINATION_BUS), identity (AGENTIC_IDENTITY), safety (KILL_SWITCH), behavior (COMPLIANCE_THEATER, BKI), and measurement (BASE120, TRACE) — that together constitute a working substrate for AI governance.
## Layout
```
hummbl-papers/
├── README.md # this file
├── CITATION.cff # top-level citation metadata (Citation File Format)
├── .zenodo.json # Zenodo release metadata
├── LICENSE # MIT
├── ROADMAP.md # shipped papers · in-flight · pre-registered backlog
├── papers/ # one directory per paper
│ └── README.md # per-paper layout convention
├── notebooks/ # research diaries — one .notebook.md per paper
│ └── README.md # notebook convention (Pineau + Pitt-Wipf)
└── docs/
└── method/ # research methodology references
```
## How to cite
If you use this work, cite the specific paper's DOI (minted per-release via Zenodo) plus the top-level portfolio record using [CITATION.cff](CITATION.cff).
For ongoing papers that are pre-print only, see the paper's own `papers//README.md` for its arXiv or preprint server link.
## Contributing
This repository is maintained by HUMMBL Research. External contributions to existing paper drafts require prior coordination — open an issue first. Discussions, replication attempts, and negative-result reports are welcome.
Before opening a pull request, run:
```bash
python tools/validate_repository.py
```
Release readiness runs the same validator in strict artifact mode:
```bash
python tools/validate_repository.py --release-artifacts
```
That mode intentionally fails until `papers/` and `notebooks/` contain actual
paper/notebook artifacts beyond their layout README files. GitHub Actions runs
the strict gate on version tags and manual release-readiness dispatches.
## Author
**Reuben Bowlby** · [ORCID: 0009-0002-5620-1103](https://orcid.org/0009-0002-5620-1103) · HUMMBL
## License
MIT. See [LICENSE](LICENSE). Individual paper content may adopt a per-release license via the Zenodo deposit record if different; the MIT license applies to the repository scaffolding and code artifacts.