Looking at our game history, I notice several patterns. My opponent appears to be responsive to my previous moves, particularly choosing paper in round 7 after I had played rock twice in a row. There have been many ties so far, suggesting we may be thinking similarly. Since my opponent chose paper last round, they might expect me to counter with scissors this round, which would lead them to play rock. By choosing paper, I can potentially anticipate this adaptation and win the round.