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GLOBAL-AI-GOVERNANCE/README.md

Global AI Governance

Open-source engineering for governable, verifiable, resilient, and accountable AI.

Transforming AI chaos into aligned order.

Global AI Governance turns AI uncertainty into evidence, controls, human decisions, and repeatable governance outcomes.

Start Here

Govern One AI System

The public flagship is the Global AI Governance Toolkit, a working public reference toolkit released as v2.1.0 — Decision-Ready Governance.

AI system inventory
→ schema validation
→ preliminary risk tier
→ policy-driven findings
→ executive governance report
→ AI Governance Decision Pack
→ human review and decision
  1. Open the five-minute path.
  2. Run the bundled sample in explicit report-only mode.
  3. Review the generated reference Decision Pack.
  4. Replace the sample with one real, authorized AI system record.
  5. Keep approval, restrictions, risk acceptance, rollback, and shutdown decisions human-owned.

The finished Decision Pack contains an executive summary, system profile, risk findings, evidence and ownership review, decision record, action plan, and integrity manifest.

Portfolio

Lifecycle role Repository Current maturity Finished outcome
GOVERN + MEASURE Global AI Governance Toolkit v2.1.0 · working public reference toolkit Reproducible AI Governance Decision Pack
AUTHORIZE Agentic AI Governance v0.1.0-alpha.1 · experimental public alpha Machine-readable authority, evidence, passport, validation, expiry, and revocation artifacts
ENFORCE Governed Systems Administration Pre-alpha · preimplementation · independent semantic review required · no execution capability Proposed human-governed administration request, review, validation, and evidence contracts
OBSERVE + VERIFY + CLOSE Verified Vulnerability Governance v0.1.3 · verified-closure pre-release Evidence-linked vulnerability ownership, remediation, retesting, and closure
CONTAIN + RECOVER AI Cyber Resilience Framework v0.1.1 · public defensive reference Boundary assessment, evidence cards, and architecture-hardening backlog
DECIDE + LEARN Peace Governance Crisis Room v0.2.2 · source-readiness pre-release · runtime not yet tested Fictional crisis-verification simulation and after-action review
FOUNDATION AI Governance Foundations v1.1 · foundational governance model and template set Inventory, ownership, risk, control, monitoring, and reporting foundations

Shared Governance Lifecycle

Govern
→ Authorize
→ Enforce
→ Observe
→ Verify
→ Contain
→ Recover
→ Measure
→ Learn

The repositories are complementary. They do not all implement every lifecycle stage, and they do not share one maturity level.

Operating Principles

  • No inventory, no governance.
  • No owner, no deployment.
  • No evidence, no claim.
  • No verification, no closure.
  • No shutdown path, no frontier release.
  • AI may assist. Humans retain authority.

Evidence Boundary

This portfolio includes a working public reference toolkit, an experimental alpha specification, verified-closure and source-readiness pre-releases, a pre-alpha design, a defensive reference framework, and foundational governance templates.

Repository checks establish bounded technical consistency for the included artifacts. They do not establish operational safety, factual truth of submitted declarations, legal compliance, certification, production authorization, institutional approval, or fitness for every environment.

Start narrow. Govern one system. Produce one decision-ready outcome. Capture proof. Repeat.

Pinned Loading

  1. agentic-ai-governance agentic-ai-governance Public

    Machine-readable specifications, schemas, examples, and validation tools for governing agent identity, data authority, MCP connections, action authority, evidence, and revocation.

    Python

  2. global-ai-governance-toolkit global-ai-governance-toolkit Public

    Open-source toolkit for AI inventory, policy-driven governance checks, human authority, and reproducible AI Governance Decision Packs.

    Python

  3. governed-systems-administration governed-systems-administration Public

    Human-governed, evidence-driven reference tooling for AI-assisted systems administration across commands, scripts, identities, storage, networks, services, validation, and recovery.

    Python

  4. ai-cyber-resilience-framework ai-cyber-resilience-framework Public

    Public-safe framework for limiting blast radius, protecting recovery, and preserving mission continuity under AI-accelerated cyber risk.

    Python

  5. verified-vulnerability-governance verified-vulnerability-governance Public

    Evidence-driven vulnerability governance with ownership, explainable risk, remediation, independent retesting, and verified closure.

    Python

  6. peace-governance-crisis-room peace-governance-crisis-room Public

    Fictional serious policy simulation for crisis verification, civilian protection, human release authority, and de-escalation.

    GDScript