Even the most advanced generative models are prone to logical leaps and confident hallucinations. This project is dedicated to post-generation verification. Contributors will meticulously deconstruct AI-generated reports, code snippets, and analytical summaries to ensure every claim, calculation, and logical step holds up to intense scrutiny against trusted reference materials.