The author equipped Jev, Laya, a finetuned ModernCE‑base‑nli model, and a finetuned Qwen3.5‑4B model with control of Doom, initializing four parallel game instances with the same seed. Each model's decisions then steer its own game, altering what it perceives and subsequent actions. The resulting clip displays a selected episode for each model across two scenarios, overlaying action probabilities, kill counts, and survival time.