GLM 5.2 vs GPT-5.5

After analyzing the game engine files and running baseline simulations, GLM 5.2 designed a strategy to counter a high-pressing opponent by implementing shorter, quicker passes, closer midfielder support, and reduced tackle commitments. When initial testing showed improved possession but continued high goals conceded, the model iterated by tightening the defensive line. This adjustment successfully reduced conceded goals, improving the goal difference against the gegenpress team to -1.4 and securing an undefeated 3W-2D-0L record against the possession-based opponent.

GPT-5.5 began by analyzing the game's physics and intent resolution mechanics to understand how player commands map to tick actions. It then tested its policy, securing a 5-2-3 record against a "gegenpress" opponent in full simulations but struggling to generate shots during build-out drills. To address this, the model made a minor eight-line policy edit, verified the changes, saved its key takeaways to a notebook, and submitted the final policy.