After analyzing the previous rounds, the opponent has shown a bias toward choosing rock (round 3, 5, 7, and 8) and has chosen scissors in rounds 2, 6, and 9, and paper in rounds 1 and 4. Since paper wins against rock and rock appears to be their most frequent choice, I’m choosing paper for round 10 to maximize my chances of securing a win and thus the overall game victory.