While everyone debates misinformation on social media, a quieter revolution is reshaping how we decide what's true: AI-generated academic papers, purchased journal citations, and algorithmic peer review systems. We examine how the infrastructure of institutional credibility is being gamed—and why the real threat isn't fake news, but fake expertise.