ksb-d12-k0050

name	KSB-D12-K0050
description	AI System Inspection Preparedness: Understanding of regulatory inspection considerations for AI systems including documentation require...
version	1.0.0
domain	D12
domain_name	Industry & Regulatory
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai system inspection preparedness","what is ai system inspection preparedness","analyze ai system inspection preparedness"]
epa_mapping	EPA-06, EPA-09, EPA-16
cpa_mapping	CPA-04
regulatory_refs

KSB-D12-K0050: AI System Inspection Preparedness

Overview

Domain: D12 - Industry & Regulatory Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze

Description

Understanding of regulatory inspection considerations for AI systems including documentation requirements, algorithm explainability demonstrations, validation evidence presentation, and AI-specific inspection response protocols.

Context

• Major Section: AI Regulatory Intelligence
• Section: AI Inspection Readiness

EPA Mapping

• EPA-06:3013-3015
• EPA-09:3020-3022
• EPA-16:3035-3036

CPA Pathway

• CPA-04

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in ai system inspection preparedness
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (general PV standards)
4. Connect to related EPAs: EPA-06, EPA-09, EPA-16

Key Competencies

• Understanding of regulatory inspection considerations for AI systems including documentation requirements, algorithm explainability demonstrations, validation evidence presentation, and AI-specific inspection response protocols.

Assessment Criteria

• Can analyze core concepts independently
• Demonstrates understanding of regulatory context
• Applies knowledge appropriately to PV scenarios

Related Skills

• Other D12 skills in AI Inspection Readiness
• Cross-domain integrations per DAG architecture

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Generated from PV KSB Framework v1.0 | 2025-12-31