AI Creates, AI Delivers, AI Fails — Quality Assurance for Unwatched Systems

Focusing on an unmanned AI avatar delivery system, this article consolidates practical insights into QA design that shifts the focus from output to system behavior, and soak testing to catch long-term bugs (cumulative, incremental, looping, and reboot-related). It includes real-world measurements and lessons learned from failures.