The citations were the tell: what happens when you let a stranger mark your homework

We have never let anything outside this project evaluate it. Every hallucination test we run, we wrote. Every fixture, every trap question, every control. The corpus is Nigerian economics and so is the test set, which felt like rigour and turns out to have been a mirror. So we pointed something external at it: Project Moonshot , the LLM evaluation toolkit published by the AI Verify Foundation, established by Singapore’s IMDA. Free, open, runs locally on our own hardware. We fed it TruthfulQA —…