The paper introduces a training‑free approach that ensures consistent revisiting of 3D scenes in long‑horizon autoregressive video generation, preserving a persistent world despite the bounded KV cache of chunk‑wise synthesis. By maintaining revisit consistency, the method enables photorealistic rendering of depth maps and untextured geometry for gaming and immersive content. Read original