As a former AI engineer turned digital observer, I dive into the hidden mechanics behind platforms like 5 Lions Avenue — where algorithmic fairness meets African-inspired spectacle. This isn’t just about betting; it’s about transparency, player agency, and whether technology can truly serve the underdog. Here’s how data, design, and dignity collide in the modern arena.