RFID chips track betting patterns by embedding radio frequency identification technology in gaming chips or player cards used in casinos. When these items pass through RFID readers installed at various points in the casino, the system captures data about transactions, movements, and time spent in specific areas. This information is then analyzed to identify trends in player behavior, such as the frequency of bets placed, types of games played, and periods of activity.