{
  "$schema": "https://themachinepress.com/schemas/story-v1.schema.json",
  "schema_version": "1.0.0",
  "document_type": "machine_press_story",
  "story": {
    "story_id": "mp-2026-09-24-005",
    "source_story_id": "tmp-story-lima-asynchronous-dexterous-manipulation",
    "edition_id": "mp-2026-09-24-morning-0077",
    "edition_url": "https://themachinepress.com/edition/2026-09-24",
    "position": 5,
    "story_type": "dispatch",
    "section": "robotics",
    "editorial_classification": "editorial",
    "headline": "A Robot Split Slow Imagination From Fast Motion",
    "slug": "a-robot-split-slow-imagination-from-fast-motion",
    "dek": "LiMA cut inference latency 45.8% while coordinating long-range intent with contact-time control.",
    "summary": "LiMA cut inference latency 45.8% while coordinating long-range intent with contact-time control.",
    "body_text": "LiMA separates a slow process that generates sparse long-horizon intent from a fast process that refines dense actions as contact changes. The authors report 45.8% lower inference latency than Cosmos-Policy and a 70.8% overall success rate across six bimanual manipulation tasks, with 78.9% average subtask success. These are results from the reported task suite, not a general claim about every dexterous robot.",
    "why_it_matters": "LiMA cut inference latency 45.8% while coordinating long-range intent with contact-time control.",
    "limitations": [
      "These are results from the reported task suite, not a general claim about every dexterous robot."
    ],
    "importance": 9,
    "canonical_url": "https://themachinepress.com/story/mp-2026-09-24-005/a-robot-split-slow-imagination-from-fast-motion",
    "json_url": "https://themachinepress.com/story/mp-2026-09-24-005.json",
    "first_published_at": "2026-09-24T09:00:00.000-04:00",
    "modified_at": "2026-09-24T09:00:00.000-04:00",
    "content_status": "new",
    "is_carryover": false,
    "carryover_reason": null,
    "key_claims": [
      {
        "claim_id": "claim-mp-2026-09-24-005-001",
        "text": "LiMA cut inference latency 45.8% while coordinating long-range intent with contact-time control.",
        "source_ids": [
          "source-2026-09-24-005"
        ],
        "qualification": "These are results from the reported task suite, not a general claim about every dexterous robot."
      }
    ],
    "source_ids": [
      "source-2026-09-24-005"
    ],
    "tags": [
      "dexterous manipulation",
      "diffusion",
      "robot control"
    ],
    "image_url": null,
    "corrections": []
  },
  "sources": [
    {
      "source_id": "source-2026-09-24-005",
      "title": "arXiv preprint 2609.28431",
      "publisher": "arXiv",
      "url": "https://arxiv.org/abs/2609.28431",
      "canonical_url": "https://arxiv.org/abs/2609.28431",
      "source_type": "primary_research",
      "is_primary_source": true,
      "published_at": "2026-09-23T13:31:52.000-04:00",
      "accessed_at": "2026-09-24T08:17:17.000-04:00",
      "supports_claim_ids": [
        "claim-mp-2026-09-24-005-001"
      ]
    }
  ],
  "corrections": [],
  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
  },
  "cite_this_report": {
    "title": "A Robot Split Slow Imagination From Fast Motion",
    "publisher": "The Machine Press",
    "published_at": "2026-09-24T09:00:00.000-04:00",
    "canonical_url": "https://themachinepress.com/story/mp-2026-09-24-005/a-robot-split-slow-imagination-from-fast-motion"
  }
}
