As a Colorado-born computer scientist with a background in behavioral psychology, I’ve seen how platforms manipulate perceived odds. In this piece, I break down the hidden mechanics behind 'luck traps'—why high-win-rate games lure you into over-betting, and how rational play beats false hope. This isn't about luck. It's about system design.