Validation of applications integrating AI models through inference API testing, adversarial input management, prompt injection, jailbreak attempts, and behavior under load. Covers robustness against adversarial examples, verification of rate limiting, timeout handling, fallback logic, and monitoring of anomalous or unsafe outputs generated by the model in production.