AI › Module 8 › Lesson 4
Lab — Governance
Governance lab on `$AI_LAB` — ethics checklist, red team charter, RoE one-pager bundled.
Visual · t32_governance_lab
Lab: governance pack on YOUR $AI_LAB program. Original Cyberlium.
Opening
Ship governance artifacts from YOUR lab program — ethics, red team charter, RoE — zero jailbreak kits or stranger app scope.
On YOUR `$AI_LAB` per brief: (1) scope proof — toy program labeled YOUR account; (2) governance ethics checklist Module 8-1; (3) AI red team charter Module 8-2; (4) policy and RoE one-pager Module 8-3; (5) ethics gate diagram stub (green YOUR app, red refused paths); (6) integrity — `$AI_LAB` only, authorized red team YOUR apps, no jailbreak weaponization, no fraud kits; (7) chmod 600 pack. Cross-link Module 7 eval — charter references eval matrix rows.
1. Lab deliverables
Ethics + charter + RoE — single program thread cross-indexed.
Ethics gate diagram shows refused paths in red.
Command guide
Try these commands — Lab deliverables
═══ TOOLS & WEBSITES ═══ Browse / read these (authorized learning only — stay in YOUR lab / program scope)
NIST AI RMF — https://www.nist.gov/itl/ai-risk-management-framework MITRE ATLAS — https://atlas.mitre.org/ CISA AI — https://www.cisa.gov/ai
═══ INSTALL ═══
Linux (Debian/Ubuntu):
Command — copy this
sudo apt install python3
macOS:
Command — copy this
brew install python3
Windows: Download https://python.org/downloads/
═══ LINUX / macOS ═══
Command — copy this
export AI_LAB=${AI_LAB:-$HOME/cyberlium-lab/t32-ai}
cat > "$AI_LAB/governance/governance-lab-index.md" <<'EOF'
# Governance Lab Index
- governance-ethics-checklist.md
- ai-red-team-named.txt
- policy-and-roe.md
- Cross-ref: roe.txt, eval-checklist.md
## Integrity
- Red team scope = YOUR authorized apps only
EOFCommand — copy this
ls "$AI_LAB/governance/"
grep -E 'Integrity|YOUR authorized' "$AI_LAB/governance/governance-lab-index.md"
python3 -c "print('Governance lab: NIST AI RMF aligned notes in governance/')"═══ WINDOWS ═══
Command — copy this
Get-Content $HOME/cyberlium-lab/t32-ai/governance/ai-red-team-named.txt | Select-String NEVER
Primary tools to practice this lesson: grep, python3. Reference sites: NIST AI RMF (https://www.nist.gov/itl/ai-risk-management-framework); MITRE ATLAS (https://atlas.mitre.org/); CISA AI (https://www.cisa.gov/ai). Run every command in the box — install first, then the usage lines — only on YOUR lab / program scope.
2. Quality bar
Red team charter states fix-not-publish — no bypass repo links.
RoE refused list includes stranger apps and weaponized kits.
3. Integrity
Stranger scope or jailbreak kit = zero credit.
Mentor pack chmod 600.
4. What you ship: governance lab pack
Ethics + charter + RoE + diagram + integrity — chmod 600.
5. What you record before the next lesson
Governance lab pack path.
6. Wrong vs right: stranger SaaS vs YOUR toy LLM
Worked failure — same MSF word, opposite target. Right never needs a café Wi-Fi or classmate laptop.
Wrong
Governance lab includes public jailbreak weaponization repo as charter appendix.
Right
Governance lab pack on `$AI_LAB` program. Next: quiz.
Mission: governance lab
1) Scope and program proof. 2) Ethics checklist and red team charter. 3) RoE one-pager. 4) Integrity block; chmod 600.
Stuck? Ask Cyberlium AI Mentor
Ask Mentor: “Ethics diagram — minimum nodes?”
Knowledge Check
APPLY: Governance lab scope:
Multiple choice
Knowledge Check
APPLY: True or False: Public bypass kits belong in governance lab.
True or False
Knowledge Check
APPLY: AI red team means:
Multiple choice