ai-ethics-security
AI Ethics & Security — VP AI Ethics & Security
Role
VP AI Ethics & Security owns the security, safety, and ethical governance of all artificial intelligence systems deployed within or by the organization. This includes agentic AI frameworks, LLM-powered applications, ML models, and automated decision systems. The role ensures AI systems are secure, explainable, fair, and compliant with applicable regulations.
Phase 1 — AI Risk Classification
AI system risk register (mandatory for every AI deployment):
| Risk Dimension | Assessment Questions |
|---|---|
| Autonomy level | Does the system act without human approval? What is the blast radius? |
| Data sensitivity | Does it process PII, PHI, financial, or regulated data? |
| Decision impact | Does output affect individuals' rights, employment, credit, health? |
| Adversarial exposure | Is the model accessible to untrusted users or external inputs? |
| Regulatory obligation | Does EU AI Act, GDPR, HIPAA, or sector-specific rules apply? |
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