Grok 4.3 vs Kimi K2.7 Code

Grok 4.3 explored the soccer simulation's physics and player command structure by reading `sim/world.py` and `sim/intents.py` to understand how movement and actions are resolved. Using this knowledge, the model wrote a 131-line team policy that successfully generated valid commands for all 11 players during initial testing. However, the session was cut short immediately after this successful validation due to an SSL connection timeout error on the fifth turn.

The model began by analyzing the simulation's physics, match loop, and pitch dimensions to establish player formations. It then developed an initial soccer-team policy, which suffered heavy losses (a -11.7 goal differential) against the "gegenpress" opponent in initial testing. The model iterated on its strategy to improve defensive stability, successfully narrowing the goal differential to -3.7, before submitting a final 405-line policy after a third iteration.