Akbar Sayakov

Why Large Language Models Cannot Be Certified for Safety-Critical Systems

This review synthesizes three literatures that rarely meet: statistical learning theory on hallucination, empirical measurements of LLM error rates in high-stakes domains, and the standards and regulatory documents that define certification.