Complete a governance/risk review with owners
Jump & context
Week 17: Runaway Agent Drill, Incident Playbooks & Comprehensive AI Governance Mapping
The five hours
- 01
Concepts & system design
60 min· read · map the mechanismR31 — NIST AI RMF Govern
R32 — EU AI Act
R44 — OWASP SCVS assurance limits
Read the assigned sections; map the mechanism, threat model and trade-offs.
- 02
Project implementation
120 min· build · integrate · debugComplete the executive Governance, Risk & Assurance Package: risk owners, control evidence links, documented exceptions, review cadence, residual-risk sign-off, and a clear distinction between product security controls and organizational audits (like SOC 2 Type II).
Build, integrate, debug and improve the increment in the active project.
- 03
Security lab
60 min· attack your own systemNo separate task text for this block on day 102 — the sourced work sits in the block above. Keep the time box.
Test the abuse case, failure path, authorization bypass or resource limit.
- 04
Verification & evidence
30 min· test · record evidenceSigned-off Governance & Residual-Risk Assurance Package across all 3 flagship projects.
Add or run regression tests; record the 9-point evidence record.
- 05
Deliberate practice & Socratic review
30 min· explain aloud · update gapsAnswer the 8 Socratic questions without notes: What? Why? How? What if? Why not? How can I prove it? Where can it break? What have I learned?
Re-explain the hardest concept aloud, inspect one edge case, update the gap log.
- total5 h
Read today · inside the concepts block
R31 R32 R44Govern, Map, Measure, and Manage functions; risk ownership, measurement, and lifecycle documentation.
Risk-based regulatory tiers, high-risk system obligations, and GPAI transparency/cybersecurity rules.
Software Component Verification Standard: component inventory, provenance, and supplier assurance practices.
Read only the named sections needed for today's task. Reading sits inside the 60-minute concepts block; it is not extra time.
Free resources for this day
5 curated- docsNIST · 140+ page playbookNIST AI RMF Playbook
Supplies suggested actions per Govern/Map/Measure/Manage subcategory, which is what turns a risk register row into a named owner plus an evidence link for the assurance package.
R31checked 2026-11-11 - videoProfessorBlackOps - CyberSecurity for the people · 61 minNIST AI RMF Playbook Explained | Enterprise AI Risk Management Guide
Walks the playbook function by function into enterprise risk-management reporting, including how Govern/Map/Measure/Manage outputs feed executive reporting and exceptions review.
R31checked 2026-11-11 - videoScytale · 1 minWhat is a SOC 2 Type II Report?
A compressed definition of the Type II period-of-time attestation and its trust services criteria, which is the cleanest way to draw the line between product security controls and an organizational audit.
R31checked 2026-11-11 - articleTrusted Institute · 8 min readPolicy Exceptions and Risk Acceptance for AI Use
Draws the distinction between a policy exception and a risk acceptance, and explains why residual risk still needs a sign-off even when every control passes — the exception semantics your package must encode.
R31checked 2026-11-11 - courseAI Governance Institute · CSV template + column guidanceRisk Treatment and Exception Register template
A ready-made register schema with per-column guidance for treatment, owner, expiry, and closure, which you can adapt directly into the documented-exceptions section of the review.
R31R44checked 2026-11-11
Evidence record · 9-point standard
A lab is complete only when it produces evidence. Installing PyRIT, Garak, Presidio or TransformerLens is not completion. Saved on this device only.
Day notes
emptyThe two source formulations
verbatim · nothing summarisedProject & Stage Target
All Projects | S11
Core Implementation
Complete the executive Governance, Risk & Assurance Package: risk owners, control evidence links, documented exceptions, review cadence, residual-risk sign-off, and a clear distinction between product security controls and organizational audits (like SOC 2 Type II).
Verification & Evidence
Signed-off Governance & Residual-Risk Assurance Package across all 3 flagship projects.
Read Today (60m Concepts Block)
R31 (NIST AI RMF Govern), R32 (EU AI Act), R44 (OWASP SCVS assurance limits).
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