{
  "title": "Scripted motion and camera controls",
  "caption": "Author-redrawn Directing the World block diagram. Timestep-conditioned SMPL features, camera control and kept video history supply inputs for generation. Generated state supplies input for the next block. The method uses training for motion control before training for camera control. New controls use a higher learning rate. The video prior uses a lower rate or is frozen in the subsequent stage. This diagram does not show detailed frame plans or result images.",
  "alt": "Directing the World flow: scripted SMPL motion, camera paths and retained KV history condition block-wise generation.",
  "sources": [
    "https://arxiv.org/abs/2606.27964",
    "https://whydahuzi.github.io/Directing-the-World.github.io/"
  ],
  "limitations": [
    "The playback is an example. Animation time is not measured runtime.",
    "Prescribed trajectories give no evidence of live tracking-to-display latency.",
    "This diagram shows independent prerequisites together. It makes no claim of execution at the same time."
  ]
}