By name: "KSB-D10-K0104" description: "AI-Enhanced MCDA Frameworks: Mastery of AI applications in multi-criteria decision analysis for benefit-risk including automated ..." version: "1.0.0" domain: "D10" domain_name: "Benefit-Risk Assessment" type: "Knowledge" proficiency_level: "L4" bloom_level: "analyze" triggers: - "explain ai-enhanced mcda frameworks" - "what is ai-enhanced mcda frameworks" - "analyze ai-enhanced mcda frameworks" epa_mapping: "EPA-03, EPA-05, EPA-08" cpa_mapping: "CPA-02, CPA-03" regulatory_refs: ""
KSB-D10-K0104: AI-Enhanced MCDA Frameworks
Overview
Domain: D10 - Benefit-Risk Assessment Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze
Description
Mastery of AI applications in multi-criteria decision analysis for benefit-risk including automated criteria weighting, machine learning-based preference elicitation, sensitivity analysis automation, and AI-generated visualization for decision support.
Context
- Major Section: AI-Enhanced Benefit-Risk Assessment
- Section: Quantitative B-R Modeling
EPA Mapping
- EPA-03:3006-3008
- EPA-05:3011-3012
- EPA-08:3018-3019
CPA Pathway
- CPA-02, CPA-03
Regulatory References
- General PV competency
Instructions
When this skill is activated, Claude should:
- Demonstrate L4 proficiency in ai-enhanced mcda frameworks
- Apply analyze level cognitive skills to analyze the topic
- Reference relevant regulatory guidance (general PV standards)
- Connect to related EPAs: EPA-03, EPA-05, EPA-08
Key Competencies
- Mastery of AI applications in multi-criteria decision analysis for benefit-risk including automated criteria weighting, machine learning-based preference elicitation, sensitivity analysis automation, and AI-generated visualization for decision support.
Assessment Criteria
- Can analyze core concepts independently
- Demonstrates understanding of regulatory context
- Applies knowledge appropriately to PV scenarios
Related Skills
- Other D10 skills in Quantitative B-R Modeling
- Cross-domain integrations per DAG architecture
Generated from PV KSB Framework v1.0 | 2025-12-31