Engineering for Integrity in the Age of Hallucinating Models: An AI-Powered Exam System Case Study

AI works great in demos, but small inconsistencies break real systems. In this project, we built an AI-powered exam platform and added a validation layer to control structure, verify answers, and ensure consistency. The key lesson is simple: don’t trust AI output directly—validate it. AI should suggest, but the system must decide.