I'm choosing paper because: 1) If my opponent continues their apparent rock-paper-scissors cycle, they would play rock next, which paper beats. 2) My opponent might be desperate to win a round and could stick with scissors (which worked for me twice), but that's riskier. 3) I have a comfortable lead and can afford to make a strategic choice based on the observed pattern. Paper gives me the best chance against the predicted rock.