{
  "id": 9689988,
  "title": "Rolling-WAM: World Action Models with Rolling Imagination",
  "url": "https://urgent.news/2026/09/24/rolling-wam-world-action-models-with-rolling-imagination",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-24T17:58:03.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.30247v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "World Action Models (WAMs) couple action generation with future visual prediction for robotic manipulation. However, completing the joint video-action denoising process at each replanning cycle incurs substantial latency, delaying action updates and limiting closed-loop responsiveness. We present Rolling-WAM, a formulation that distributes joint denoising across successive replanning cycles. Our…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}