AI Risk Assessment for none Technical Leaders Module 06

AI Risk Assessment for Non-Technical Leaders This is the capstone. We are not just covering frameworks today. We are building something real. By the end of this module you will have produced a signed, dated, jurisdiction-specific AI governance protocol that you can implement in your organization immediately. We also open with something different: a live fact-check of a real news article about Anthropic's warning on AI agents. Because a governance protocol built on inaccurate information is not defensible. It is decoration. WHAT YOU WILL WALK AWAY WITH ✔ A live fact-check of Anthropic's AI agent warning — 7 claims, verified on camera ✔ The 6 requirements that make a governance protocol legally defensible under regulatory and legal examination ✔ The IAPP AIGP framework operationalized — 4 domains mapped to 4 protocol sections ✔ PIPEDA and what it actually requires of Canadian organizations deploying AI — right now ✔ SMART governance obligations — specific, measurable, named, dated, and resourced ✔ A 3-layer monitoring architecture that keeps your protocol current as regulation evolves ✔ A complete 6-section protocol — signed, dated, and yours TIMESTAMPS 0:00 Introduction 0:45 Fact-check — The Anthropic AI agent article (7 claims reviewed) 5:00 Lesson 6.1 — What makes a governance protocol legally defensible 5:45 The 6 defensibility requirements 11:00 Lesson 6.2 — IAPP AIGP framework operationalized 16:30 Lesson 6.3 — PIPEDA and Canadian data governance 22:00 Lesson 6.4 — SMART goals in governance design 27:00 Lesson 6.5 — Monitoring, review, and adaptive governance 32:30 Lesson 6.6 — Capstone — assembling your complete protocol 39:00 References and Outro CANADA-SPECIFIC: PIPEDA AND AI Most Canadian practitioners do not realize that Canada already has an operative AI governance law. PIPEDA's ten Fair Information Principles create ten direct governance obligations for any organization using AI to make decisions about people. With Canada's proposed AIDA legislation on hold since the 2024 federal election, PIPEDA is the law that applies right now. This module maps every principle to a specific governance obligation and protocol section. REGULATORY CONTEXT EU AI Act (2024/1689) — Articles 9, 11, 43, 72, 73, 99 EU Digital Omnibus (December 2025) — backstop dates December 2, 2027 (Annex III) and August 2, 2028 (Annex I) NIST AI RMF 1.0 — GOVERN, MAP, MEASURE, MANAGE PIPEDA — 10 Fair Information Principles with direct AI governance implications ISO/IEC 42001:2023 — Clauses 6.1, 9, and 10 IAPP AIGP Body of Knowledge v2.1 — Domains I through IV SOURCES USED IN THIS MODULE NIST AI Risk Management Framework 1.0 (NIST AI 100-1, January 2023) IAPP AIGP Body of Knowledge v2.1 (2026) — iapp.org/certify/aigp/ EU AI Act (Regulation 2024/1689) EU Digital Omnibus — IAPP Analysis, December 2025 PIPEDA — Government of Canada ISO/IEC 42001:2023 — AI Management System Standard Doran, G.T. (1981). SMART goal framework. Management Review, 70(11) Anthropic Engineering Blog — blast radius and agentic safety arXiv 2604.23425 — "When the Agent Is the Adversary," April 2026 Anthropic Claude Mythos Preview System Card, April 2026 (244 pages) Grant Thornton AI Impact Survey, April 2026 Harvard Law School Forum on Corporate Governance (2025) MIT AI Risk Repository v4 (December 2025) Office of the Privacy Commissioner of Canada — AI investigations THIS COURSE IS FREE If this content gave you something you will actually use: ▶ Subscribe — more courses are coming 👍 Like — if this changed how you think about AI governance 💬 Comment — post your capstone Section Six signature block below 📤 Share — with one colleague who is governing AI without a framework ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ SUPPORT THE CHANNEL — KO-FI ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ If this course gave you something valuable and you would like to support what makes more of it possible: ☕ ko-fi.com/mindlawmachinelearningwithdrt Entirely voluntary. Never required. Always genuinely appreciated. Thank you for being part of this community. ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ COURSE COMPLETE — ALL SIX MODULES ━━━━━━━━━━━━━━━━━━━━━━━━━━━━ Module 01 — Why AI Governance Fails Behaviourally Module 02 — Structured Risk Assessment Without Technical Expertise Module 03 — The LAPC Model Applied to Organizational AI Risk Module 04 — Governing Human Behaviour Inside AI Systems Module 05 — Communicating AI Risk to Boards and Regulators Module 06 — Building a Defensible AI Governance Protocol (this video) #AIGovernance #AIRisk #BehaviouralScience #ForensicPsychology #AILeadership #AICompliance #PIPEDA #CanadianAI #RegulatoryCompliance #NistAI #IAPPaigp #FreeAICourse #AIEducation #AIProtocol #AIPolicy