EU AI Act Article 15 Compliance Guide

The EU AI Act represents a paradigm shift in how organizations approach AI governance. Article 15, in particular, mandates rigorous red-teaming and compliance testing for high-risk AI systems.

Understanding Article 15 Requirements

Article 15 requires that high-risk AI systems undergo:

• **Red-team testing**: Systematic attempts to break or misuse the system
• **Adversarial testing**: Testing with intentionally harmful inputs
• **Bias and discrimination testing**: Ensuring fair treatment across populations
• **Documentation**: Comprehensive records of all testing activities

Implementation Steps

1. **Inventory your AI systems** - Determine which systems fall under high-risk classification
2. **Define testing scope** - Establish testing objectives and success criteria
3. **Execute red-team exercises** - Run systematic adversarial testing
4. **Document findings** - Record all results with clear remediation paths
5. **Report to authorities** - File required compliance documentation

Common Pitfalls to Avoid

• Inadequate documentation of testing procedures
• Insufficient adversarial test coverage
• Failure to address identified vulnerabilities
• One-time testing instead of continuous auditing

Organizations that implement these best practices early gain competitive advantages in terms of public trust and regulatory preparedness.