IMDA：2025年全球人工智能保障试点项目主报告：现实世界生成式AI系统测试（英文版）

As Generative AI (“GenAI”) transitions from personal productivity tools and consumer-facing chatbots into real-world environments like hospitals, airports and banks, it faces a higher bar on quality 
 and confidence. 01 Risk assessments depend heavily on the context of the 
 use case – e.g., lower tolerance for error in a clinical 
 application than a customer service chatbot. 02 Given the higher complexity involved in integrating foundation models with existing data sources, processes and sy