Comprehensive validation of socio-technical system capabilities
Validates AI ethics compliance
Checks regulatory compliance
Validates user input processing
Validates under peak loads
Checks for vulnerabilities
Ensures pipeline consistency
Validates system-wide signals
Checks self-improvement
Tests fault recovery
Run all automated tests and document results
Submit to accredited certification bodies
Implement real-time certification dashboard
All tests must pass with ≥90% score for Level-5 certification. Systems must demonstrate autonomous improvement across all three layers.