Library › Book 7 › AI Regulation and Compliance Testing
AI Regulation and Compliance Testing
12.1🔒The Regulatory LandscapeAI regulation is evolving rapidly. QA architects must understand the testing requirements imposed by emerging regulations, particularly the…
12.2🔒EU AI Act Requirements by Risk CategoryThe EU AI Act rolls out in phases. The banned "unacceptable-risk" practices and the general-purpose AI (GPAI) obligations already applied…
12.3🔒Compliance Testing for High-Risk AI
12.4🔒NIST AI Risk Management Framework Tests
12.5🔒Regulation Comparison
12.6🔒Building a Compliance Test Suite
12.7🔒Practical Compliance Advice1. Start with transparency. Add "Powered by AI" to every AI-facing interface. 2. Build audit logging from day one. Retrofitting is…
12.8🔒Exercises: Chapter 12Exercise 12.1 (Beginner, 30 min): Classify your application's AI features by EU AI Act risk level.
12.9🔒Q&ASelf-Assessment Quiz: Chapter 121. What are the four risk levels in the EU AI Act? 2. What testing is required for "high-risk" AI under the EU AI Act? 3. How does the NIST…
12.10🔒Key Takeaways- The EU AI Act and NIST AI RMF are the primary regulatory frameworks for AI - The Digital Omnibus defers EU AI Act high-risk obligations…
12.11🔒Career Translation- Designed and implemented EU AI Act compliance test suites covering transparency disclosure, human oversight mechanisms, bias assessment…
12.12🔒Q&AInterview Depth CheckPrompt: Your company is launching an AI-powered resume screening tool that will be used by EU customers. What EU AI Act risk classification…