World models can't jointly achieve real-time speed and long-term consistency. Matrix-Game 3.0 (Skywork AI): residual re-injection trains self-correction; camera-aware memory for consistency. DMD distillation + quantization: 40 FPS at 720p (5B model), stable over minute-long sequences.