As a computer science student and AI developer, I analyzed the 'Aviator game' algorithm transparency claims. The so-called 97% RTP isn’t what it seems—behind the cockpit glow lies a data black box. In this deep dive, I expose how platforms manipulate odds using hidden AI models, why auto-predictors are dangerous, and how you can reclaim control with open-source tools. This isn’t just gaming—it’s a fight for data justice.