Rethinking Testing for LLM Applications: Characteristics, Challenges, and a Lightweight Interaction Protocol
arXiv:2508.20737v1 Announce Type: cross Abstract: Applications of Large Language Models~(LLMs) have evolved from simple text generators into complex software systems…

