Validation and testing methodologies for Large Language Models. Includes red teaming techniques for LLMs, security benchmarks, robustness evaluation against prompt injection and jailbreak, output safety testing, alignment verification, bias and toxicity measurement, as well as continuous validation frameworks for generative models in production.