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Unify Project Governance and AI Governance into single framework#9

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JohnRDOrazio merged 10 commits intomainfrom
feature/unified-project-governance
Apr 19, 2026
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Unify Project Governance and AI Governance into single framework#9
JohnRDOrazio merged 10 commits intomainfrom
feature/unified-project-governance

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@JohnRDOrazio JohnRDOrazio commented Apr 16, 2026

Closes #8

Summary

  • Merge AI vetting criteria into general Project Vetting Criteria (v0.2) — AI-specific content preserved as clearly marked "AI domain extension" subsections within each criterion, keeping all Magisterial citations, real-life examples (Father Justin, Robodebt, COMPAS), and full bibliography
  • Generalize fragmentation research memo from AI-only to all Catholic digital governance — Liturgy, Scripture, Magisterial documents, Canon Law, canonical structures — with AI preserved as detailed case study
  • Reorganize file structure — remove ai-governance/, move research memos to research/, update all build scripts, deploy workflow, README, and cross-references

Test plan

  • Verify npm run lint:md passes (0 errors)
  • Verify all internal .md cross-references resolve correctly
  • Verify build scripts reference the correct file paths (build-standalone-html.sh, build-combined-pdf.sh)
  • Verify deploy workflow (deploy-docs.yml) references the correct document paths and titles
  • Review unified project-governance/project-vetting-criteria.md for completeness — no citations or examples lost from the former AI vetting criteria
  • Review research/fragmented-catholic-digital-governance.md for coherence of the broadened framing

🤖 Generated with Claude Code

JohnRDOrazio and others added 3 commits April 16, 2026 21:54
…criteria

Fold the AI-specific vetting criteria into the general Project Vetting
Criteria (now v0.2) as clearly marked "AI domain extension" subsections
within each criterion. This eliminates duplication while preserving all
Magisterial citations, real-life examples (Father Justin, Robodebt,
COMPAS), and the full bibliography.

- Remove ai-governance/ directory
- Move three research memos to top-level research/
- Update build scripts, deploy workflow, README, and cross-references

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…tal governance

Broaden the research memo from AI governance fragmentation to cover
the full scope of Catholic digital governance fragmentation — liturgy,
Scripture, Magisterial documents, canonical structures — alongside AI.

AI governance is preserved as a detailed case study (three dioceses).
New sections document how the same subsidiarity-without-solidarity
pattern produces incompatible digital representations of shared
Church realities. The conclusion now connects to both the CDCF
vetting criteria and the standards program.

- Rename fragmented-catholic-ai-governance → fragmented-catholic-digital-governance
- Update all cross-references in build scripts, deploy workflow, README, and vetting criteria

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Governance-as-Code memo:
- Broaden from AI agent deployment to all Catholic technology deployment
- Add standards compliance as a second application domain alongside
  project vetting (CDCF data standards as machine-enforceable schemas)
- Keep AI deployment as a dedicated section with regulatory table,
  multi-agent failure research, and EU AI Act citations
- Rename: governance-as-code-catholic-ai → governance-as-code-catholic-technology

Trusted Data memo:
- Broaden from synthetic data for AI training to trusted data
  infrastructure covering both institutional data (sensitive, requiring
  privacy-preserving techniques) and ecclesial data (shared patrimony,
  requiring standardization)
- Add ecclesial data sections: liturgy, Scripture, Magisterial docs,
  canonical structures — connecting to CDCF standards program
- Keep synthetic data and AI training as the detailed domain case study
- Rename: trusted-synthetic-data-ministry-ai →
  trusted-data-infrastructure-catholic-ministry

All cross-references updated in build scripts, deploy workflow, README,
and vetting criteria.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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JohnRDOrazio commented Apr 16, 2026

Preview: Unified Governance Documentation (PDF)

To make it easier to review the final result of these changes without reading diffs, here is a combined PDF build of the full document stack as it stands on this branch:

📄 cdcf-governance-docs.pdf (71 pages)

What changed in the research memos

Former document New document Key change
ai-governance/ai-vetting-criteria.md Merged into project-governance/project-vetting-criteria.md (v0.2) AI content preserved as "AI domain extension" subsections
ai-governance/fragmented-catholic-ai-governance.md research/fragmented-catholic-digital-governance.md Broadened to cover liturgy, Scripture, Magisterium, canonical structures
ai-governance/governance-as-code-catholic-ai.md research/governance-as-code-catholic-technology.md Broadened to all technology deployment + standards compliance
ai-governance/trusted-synthetic-data-ministry-ai.md research/trusted-data-infrastructure-catholic-ministry.md Reframed as dual data challenge: institutional (synthetic) + ecclesial (standardization)

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@mj3b before we add any further documents, I would like to propose this merger that I had mentioned, please see the attached pdf in the previous comment and add any comments you may have to this PR, if anything needs adjusting or adaptation before we merge and republish.

Replace the blanket "federated, not pooled" architecture with a
three-tier model that matches each data category to the appropriate
infrastructure:

- Tier 1 (sensitive institutional data): federated synthetic data,
  never pooled — CDCF sets validation standards
- Tier 2 (local institutional data): locally governed, CDCF defines
  interoperability standards
- Tier 3 (universal Church data): a genuine data commons — the
  Liturgy, Scripture, Magisterium, Canon Law belong to the universal
  Church and can be centrally served, with local adaptations
  contributed by the bishops' conferences and dioceses that govern them

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Three Tiers of Catholic Data

The trusted data infrastructure memo now distinguishes three tiers of Catholic data, each requiring a different infrastructure model:

Tier Data Category Examples Infrastructure Model CDCF Role
Tier 1 Sensitive institutional data Patient records, student files, case management, sacramental records of individuals Federated synthetic data — never pooled Sets validation standards and certification criteria
Tier 2 Local institutional data Diocesan operations, staffing, enrollment, facility data Locally governed — not a commons Defines interoperability standards
Tier 3 Universal Church data Liturgy, Scripture, Magisterium, Canon Law, canonical structures A genuine data commons Defines standards, maintains authoritative datasets, serves the shared baseline with contributed local adaptations

The key insight: the blanket "federated, not pooled" response is correct for Tiers 1 and 2, but wrong for Tier 3. The General Roman Calendar, the structure of Sacred Scripture, the documents of the Magisterium, and the directory of dioceses belong to the universal Church — they are not any institution's private data. The CDCF can centrally serve this shared baseline, with local adaptations (proper calendars, vernacular editions, diocesan supplements) contributed by the bishops' conferences and dioceses that govern them.

JohnRDOrazio and others added 2 commits April 17, 2026 11:02
Local adaptations of universal Church data (vernacular translations,
proper calendars) often fall under copyright, which legitimately
protects the authority of the local institution and the rights of the
publisher it commissioned.

Add a hybrid model within Tier 3:
1. Federated option (default): institution serves its own data locally
   using CDCF standard schemas
2. Centralized option by agreement: CDCF serves the data centrally
   while respecting copyright norms set by the rights holder

Both options use the same schemas, so downstream interoperability is
unaffected by the hosting choice.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Add references to the CDCF bylaws ("coordinate, develop, steward,
and disseminate open-source software, data repositories, technical
standards, and digital platforms") and manifesto ("builder commons")
to anchor the three-tier data model in the Foundation's charter.

Incorporates the charter grounding from PR #7 into the broader
framework established in this branch.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
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Latest: copyright-aware hybrid model + bylaws grounding

Two new commits:

Hybrid model for copyrighted local adaptations. Tier 3 (universal Church data) now recognizes that vernacular translations and local liturgical adaptations often fall under copyright — protecting both the authority of the local institution and the rights of the publisher it commissioned. Centrally serving this data does not require open-sourcing it. Two options:

  1. Federated (default) — the local institution serves its own data locally using CDCF standard schemas
  2. Centralized by agreement — the CDCF serves it centrally, protecting copyrighted data according to norms set by the rights holder

Both use identical schemas, so downstream interoperability is unaffected by the hosting choice.

CDCF charter grounding. The CDCF Role section now explicitly references the Foundation's bylaws ("coordinate, develop, steward, and disseminate open-source software, data repositories, technical standards, and digital platforms") and manifesto ("builder commons") to anchor the three-tier data model in the Foundation's charter.


Relationship to PR #7

This PR supersedes #7. PR #7 introduced two changes to the trusted synthetic data memo:

  • Reframed the CDCF role from "not a data commons" to "federated data commons," grounded in the bylaws and manifesto
  • Added a 4th contribution row: "shared data repository stewardship"

Both of those changes are now incorporated here within a more comprehensive framework: the three-tier data model (Tier 1 federated/synthetic, Tier 2 local, Tier 3 genuine commons with hybrid hosting), the copyright-aware hybrid model, and the bylaws/manifesto grounding. PR #7 can be closed once this PR is merged.

JohnRDOrazio and others added 4 commits April 19, 2026 01:51
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Detects deleted governance .md files between tags using git diff and
trashes the corresponding WordPress pages. Also removes parent pages
when an entire section directory is deleted.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
Each document's footnotes are prefixed with a unique key derived from
its path, so [^1] in different documents won't clash when concatenated.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@JohnRDOrazio JohnRDOrazio merged commit 54462a9 into main Apr 19, 2026
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@JohnRDOrazio JohnRDOrazio deleted the feature/unified-project-governance branch April 19, 2026 00:21
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Unify Project Governance and AI Governance into single framework

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