AIGP Exam Prep 2026: AI Risk Management (Domain1 Part 2) #aigp #aigpexam

#aigp2026 #aigpprep #iapp
This video explains essential ai risk management concepts for the AIGP exam, distinguishing between risk, harm, and impact. It covers AI risk response strategies and explore full AI lifecycle governance, including crucial iso standards. Learn about LLM risks such as prompt injection and the accountability of vendor-provided AI to ensure ai safety and ai regulatory compliance.

🚀 AIGP Exam Prep 2026: My Channel Playlist: https://www.youtube.com/playlist?list=PLC-pTMLZW8ihnHfRfofRpD1HS1sgPhCg2

⏰ Chapters:

0:00 AI Risk Management Overview
0:58 The 4 Categories of AI Risk (TOEL Framework)
2:52 Risk vs. Harm vs. Impact
4:39 AI Risk vs. Traditional IT Risk
5:57 Model Drift – The Invisible Risk
7:39 Bias & Explainability - The Loan Rejection Example
9:07 The 5-Step AI Risk Management Lifecycle
10:51 Risk Treatment Options (Mitigate, Transfer, Avoid, Accept)
12:44 NIST AI Risk Management Framework (AI RMF)
13:57 Key AI Risk Standards: NIST SP 800-37, ISO 23894, ISO 42001
15:55 ISO 27001 vs. ISO 42001
16:56 EU AI Act – Risk-Based Classification
19:03 LLM Risks (Prompt Injection, Data Disclosure, Excessive Agency)
21:20 Agentic AI – Memory, Tools & Autonomy
23:36 AI Lifecycle Governance
26:00 Third-Party & Vendor Risk Management
27:59 AI Impact Assessment
29:27 Risk Appetite & Residual Risk
31:21 Closing – The Future of AI Governance

📚 KEY REFERENCES & LINKS:
- AIGP Certification page — https://iapp.org/certify/aigp/
- NIST AI Risk Management Framework (AI RMF 1.0) — https://www.nist.gov/itl/ai-risk-management-framework
- EU AI Act — official text (EUR-Lex) — https://eur-lex.europa.eu/eli/reg/2024/1689/oj
- OWASP Top 10 for LLM Applications (2025) — https://genai.owasp.org/llm-top-10/
- OWASP Agentic AI Threats & Mitigations — https://genai.owasp.org/resource/agentic-ai-threats-and-mitigations/
- Google SAIF — Secure AI Framework — https://saif.google/
- Google SAIF Risk Self-Assessment — https://saif.google/secure-ai-framework/saif-map
- Anthropic Responsible Scaling Policy — https://www.anthropic.com/news/anthropics-responsible-scaling-policy

📝 FREE TEMPLATES & ASSESSMENTS
- Microsoft Responsible AI Impact Assessment Template (PDF) — https://blogs.microsoft.com/wp-content/uploads/prod/sites/5/2022/06/Microsoft-RAI-Impact-Assessment-Template.pdf
- Microsoft Responsible AI Impact Assessment Guide — https://blogs.microsoft.com/wp-content/uploads/prod/sites/5/2022/06/Microsoft-RAI-Impact-Assessment-Guide.pdf
- Google SAIF Risk Self-Assessment (free tool) — https://saif.google/secure-ai-framework/saif-map
- NIST AI RMF Playbook (free guidance) — https://airc.nist.gov/AI_RMF_Knowledge_Base/Playbook
- AI Incident Database — case studies — https://incidentdatabase.ai/
- WEF AI Governance Alliance Toolkit — https://www.weforum.org/publications/?publicationType=Toolkit

📅 Training and Career Guidance: https://calendly.com/ashishadvisory/30min

⚠️ Disclaimer: This is independent AIGP exam-prep content. 📚 Not affiliated with IAPP. ⚖️ Not legal or compliance advice — consult your professional advisors for real-world decisions. 🗓️ Frameworks evolve; always check official sources for the latest.

Видео AIGP Exam Prep 2026: AI Risk Management (Domain1 Part 2) #aigp #aigpexam канала Ashish Vashishtha | AI Governance | Cybersecurity