Persona-Based Security Review

Adopt security expert personas to review this AI system.

## System Description
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## Security Context
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## Compliance Requirements
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**Security Researcher Perspective:**
Look for vulnerabilities:
- Prompt injection vectors
- Data exfiltration paths
- Privilege escalation
- Model inversion risks

**Privacy Engineer Perspective:**
Evaluate data handling:
- PII processing
- Data retention
- Access controls
- Audit logging

**Compliance Auditor Perspective:**
Assess regulatory compliance:
- GDPR requirements
- SOC 2 controls
- Industry standards
- Documentation gaps

**Red Team Perspective:**
Identify attack scenarios:
- Most likely attack vectors
- Highest impact vulnerabilities
- Detection gaps
- Exploitation difficulty

**Security Assessment Report**
Consolidate findings with severity, likelihood, and remediation priority.