I grew up in Chicago’s South Side where the drumbeat of street fights met algorithmic odds. As a Black-Puerto Rican tech son raised on hip-hop and statistical rigor, I saw how AI’s ‘rooster prediction’ models are just casino magic dressed as science. This isn’t luck—it’s biased data with hidden parameters. I reverse-engineered the RNGs. You don’t need to believe in trends. You need to know who coded the game—and why it always loses.