// Hacker Noon · 8 May 2026

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 sugg...

Hacker Noon

@hacker-noon · Swapneswar Sundar Ray

hackernoon.com

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