## Introduction Reliability assessment of foundation models is a crucial step for deploying AI models. However, this process typically requires thousands of test examples, making it computationally expensive and time-consuming. Researchers have developed MicroProbe, a new technology that enables reliability assessment of foundation models using only minimal data. This approach represents a major breakthrough for deploying AI models.