| name | KSB-D11-K0104 |
| description | AI-Measured Risk Minimization Effectiveness: Understanding of AI applications for measuring RMM effectiveness including automated outcome trackin... |
| version | 1.0.0 |
| domain | D11 |
| domain_name | Risk Management |
| type | Knowledge |
| proficiency_level | L4 |
| bloom_level | analyze |
| triggers | ["explain ai-measured risk minimization effectiveness","what is ai-measured risk minimization effectiveness","analyze ai-measured risk minimization effectiveness"] |
| epa_mapping | EPA-07, EPA-08, EPA-16 |
| cpa_mapping | CPA-03 |
| regulatory_refs | |
KSB-D11-K0104: AI-Measured Risk Minimization Effectiveness
Overview
Domain: D11 - Risk Management
Type: Knowledge
Proficiency Level: L4 (Proficient - Independent practice)
Bloom Level: Analyze
Description
Understanding of AI applications for measuring RMM effectiveness including automated outcome tracking, machine learning-based attribution, comparative effectiveness modeling, and AI-driven optimization recommendations.
Context
- Major Section: AI-Enhanced Risk Management
- Section: AI RMM Effectiveness
EPA Mapping
- EPA-07:3016-3017
- EPA-08:3018-3019
- EPA-16:3035-3036
CPA Pathway
Regulatory References
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in ai-measured risk minimization effectiveness
- Apply analyze level cognitive skills to analyze the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-07, EPA-08, EPA-16
Key Competencies
- Understanding of AI applications for measuring RMM effectiveness including automated outcome tracking, machine learning-based attribution, comparative effectiveness modeling, and AI-driven optimization recommendations.
Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D11 skills in AI RMM Effectiveness
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31
