{"id":50592315,"url":"https://github.com/hummbl-dev/hummbl-papers","last_synced_at":"2026-06-05T11:30:18.435Z","repository":{"id":351798866,"uuid":"1212497074","full_name":"hummbl-dev/hummbl-papers","owner":"hummbl-dev","description":"HUMMBL Research — governance infrastructure papers and reproducibility artifacts","archived":false,"fork":false,"pushed_at":"2026-05-13T20:39:13.000Z","size":25,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"main","last_synced_at":"2026-05-13T22:09:31.650Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hummbl-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":"CITATION.cff","codeowners":null,"security":null,"support":null,"governance":null,"roadmap":"ROADMAP.md","authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":".zenodo.json","notice":null,"maintainers":null,"copyright":null,"agents":null,"dco":null,"cla":null},"funding":{"github":"hummbl-dev"}},"created_at":"2026-04-16T12:44:09.000Z","updated_at":"2026-05-13T20:39:16.000Z","dependencies_parsed_at":null,"dependency_job_id":null,"html_url":"https://github.com/hummbl-dev/hummbl-papers","commit_stats":null,"previous_names":["hummbl-research/hummbl-papers","hummbl-dev/hummbl-papers"],"tags_count":null,"template":false,"template_full_name":null,"purl":"pkg:github/hummbl-dev/hummbl-papers","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fhummbl-papers","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fhummbl-papers/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fhummbl-papers/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fhummbl-papers/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hummbl-dev","download_url":"https://codeload.github.com/hummbl-dev/hummbl-papers/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hummbl-dev%2Fhummbl-papers/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33939225,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-05T02:00:06.157Z","response_time":120,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2026-06-05T11:30:17.062Z","updated_at":"2026-06-05T11:30:18.420Z","avatar_url":"https://github.com/hummbl-dev.png","language":"Python","funding_links":["https://github.com/sponsors/hummbl-dev"],"categories":[],"sub_categories":[],"readme":"# HUMMBL Papers\n\nResearch portfolio and reproducibility artifacts for the HUMMBL governance infrastructure program.\n\n## What's here\n\nThis 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.\n\nThe 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.\n\n## Layout\n\n```\nhummbl-papers/\n├── README.md              # this file\n├── CITATION.cff           # top-level citation metadata (Citation File Format)\n├── .zenodo.json           # Zenodo release metadata\n├── LICENSE                # MIT\n├── ROADMAP.md             # shipped papers · in-flight · pre-registered backlog\n├── papers/                # one directory per paper\n│   └── README.md          # per-paper layout convention\n├── notebooks/             # research diaries — one .notebook.md per paper\n│   └── README.md          # notebook convention (Pineau + Pitt-Wipf)\n└── docs/\n    └── method/            # research methodology references\n```\n\n## How to cite\n\nIf 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).\n\nFor ongoing papers that are pre-print only, see the paper's own `papers/\u003cname\u003e/README.md` for its arXiv or preprint server link.\n\n## Contributing\n\nThis 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.\n\nBefore opening a pull request, run:\n\n```bash\npython tools/validate_repository.py\n```\n\nRelease readiness runs the same validator in strict artifact mode:\n\n```bash\npython tools/validate_repository.py --release-artifacts\n```\n\nThat mode intentionally fails until `papers/` and `notebooks/` contain actual\npaper/notebook artifacts beyond their layout README files. GitHub Actions runs\nthe strict gate on version tags and manual release-readiness dispatches.\n\n## Author\n\n**Reuben Bowlby** · [ORCID: 0009-0002-5620-1103](https://orcid.org/0009-0002-5620-1103) · HUMMBL\n\n## License\n\nMIT. 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.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhummbl-dev%2Fhummbl-papers","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhummbl-dev%2Fhummbl-papers","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhummbl-dev%2Fhummbl-papers/lists"}