ksb-d11-k0103

name	KSB-D11-K0103
description	AI-Powered Risk Forecasting: Mastery of AI applications in risk forecasting including machine learning-based risk trajectory pred...
version	1.0.0
domain	D11
domain_name	Risk Management
type	Knowledge
proficiency_level	L4
bloom_level	analyze
triggers	["explain ai-powered risk forecasting","what is ai-powered risk forecasting","analyze ai-powered risk forecasting"]
epa_mapping	EPA-07, EPA-08, EPA-16
cpa_mapping	CPA-03
regulatory_refs

KSB-D11-K0103: AI-Powered Risk Forecasting

Overview

Domain: D11 - Risk Management Type: Knowledge Proficiency Level: L4 (Proficient - Independent practice) Bloom Level: Analyze

Description

Mastery of AI applications in risk forecasting including machine learning-based risk trajectory prediction, intelligent early warning systems, automated risk escalation triggers, and AI-enhanced scenario planning for risk management.

Context

• Major Section: AI-Enhanced Risk Management
• Section: Predictive Risk Intelligence

EPA Mapping

• EPA-07:3016-3017
• EPA-08:3018-3019
• EPA-16:3035-3036

CPA Pathway

• CPA-03

Regulatory References

• General PV competency

Instructions

When this skill is activated, Claude should:

1. Demonstrate L4 proficiency in ai-powered risk forecasting
2. Apply analyze level cognitive skills to analyze the topic
3. Reference relevant regulatory guidance (general PV standards)
4. Connect to related EPAs: EPA-07, EPA-08, EPA-16

Key Competencies

• Mastery of AI applications in risk forecasting including machine learning-based risk trajectory prediction, intelligent early warning systems, automated risk escalation triggers, and AI-enhanced scenario planning for risk management.

Assessment Criteria

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

Related Skills

• Other D11 skills in Predictive Risk Intelligence
• Cross-domain integrations per DAG architecture

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