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AI Governance, Risk & Red Teaming
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31
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📖
Adapting SR 11-7 (OCC) and PRA SS1/23 to LLMs and Agents - Model Risk Management 2026
reading · M1 · 15 min
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Agent Autonomy-Tier Control Matrix - Suggest/Confirm/Act/Autonomous
reading · M2 · 15 min
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Agentic-System FRIA - Autonomy Tiers, Tool Allowlists, Memory Hygiene
reading · M3 · 15 min
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AIA, AI Risk Assessment, FRIA - When Each Applies
reading · M4 · 15 min
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AIMS Documentation - The Seven Mandatory Documented Elements
reading · M5 · 15 min
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Annex XIII Non-FLOPs Designation - When Commission Designates GPAI With Systemic Risk Below the 10^25 Threshold
reading · M6 · 15 min
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Anthropic Inspect + OpenAI Evals - Capability and Safety Evaluation Pipelines
reading · M7 · 15 min
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Building the Annex IV Technical Documentation File
reading · M8 · 15 min
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CE Marking, Article 47 Declaration of Conformity, Article 71 EU Database Registration
reading · M9 · 15 min
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Data Poisoning, Backdoors, Model Extraction & System-Prompt Leakage - Attack Coverage (2026)
reading · M10 · 15 min
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Draft a FRIA for a Creditworthiness Scoring AI Under Annex III §5(b)
reading · M11 · 15 min
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Draft a FRIA for a High-Risk Hiring AI Under Annex III §4
reading · M12 · 15 min
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FRIA Notification to National Supervisory Authority
reading · M13 · 15 min
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FRIA Scoping - Who Must Conduct It and When (Post-Omnibus VII Timing)
reading · M14 · 15 min
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Independent Model Validation for Generative AI - Three-Lines Defense in 2026
reading · M15 · 15 min
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Internal Control vs. Notified Body - The Article 43 Decision
reading · M16 · 15 min
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ISO/IEC 42001 Annex A Controls - Gap Assessment
reading · M17 · 15 min
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ISO/IEC 23894:2023 AI Risk Management - Process Application
reading · M18 · 15 min
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Jailbreak Eval Library - Crescendo, TAP, PAIR, AutoDAN-Turbo, JBFuzz, X-Teaming
reading · M19 · 15 min
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Microsoft PyRIT Orchestrator for Multi-Turn Crescendo and TAP Attacks
reading · M20 · 15 min
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Model Risk Tiering, Inventory & Periodic Review Cadence: 2026 Playbook
reading · M21 · 15 min
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NIST AI RMF Profile Building - Sector and Use-Case Profiles
reading · M22 · 15 min
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Notified Body Engagement Playbook
reading · M23 · 15 min
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NVIDIA Garak Against an Internal LLM Endpoint
reading · M24 · 15 min
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OWASP Agentic Top 10 - Goal Hijack, Memory Poisoning, Tool Misuse (December 2025 Release)
reading · M25 · 15 min
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Prompt Injection and Indirect Prompt Injection (LLM01)
reading · M26 · 15 min
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Promptfoo Eval Suite for OWASP LLM Top 10 (2025) Across Production Agents
reading · M27 · 15 min
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Reviewing Vendor Model Cards, SOC 2 + AI, and ML-BoM - Field Guide for L3 Practitioners
reading · M28 · 15 min
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Stage 1 + Stage 2 ISO 42001 Audit Readiness - Schellman, A-LIGN, BSI, KPMG
reading · M29 · 15 min
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Substantial Modification Under Article 43(4) - Change Control Gates
reading · M30 · 15 min
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The Vendor AI Due-Diligence Questionnaire, 2026 Procurement Standard
reading · M31 · 15 min
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about this course

The L1-L5 certification program for the people who write the AI policy, sign the conformity assessment, run the red team, and answer the auditor. Built against EU AI Act Articles by number, ISO/IEC 42001 Annex A, NIST AI RMF + GenAI Profile, OWASP LLM Top 10 + Agentic Top 10, and MITRE ATLAS v5.4.0.

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31 lessons