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    "story_id": "mp-2026-10-04-019",
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    "edition_id": "mp-2026-10-04-morning-0087",
    "edition_url": "https://themachinepress.com/edition/2026-10-04",
    "position": 21,
    "story_type": "ticker",
    "section": "developer-tools",
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    "headline": "The Attack-Path Draft Went Back to the Planner",
    "slug": "the-attack-path-draft-went-back-to-the-planner",
    "dek": "CVE2AP turns vulnerability descriptions into formal planning models and uses execution errors for revision.",
    "summary": "CVE2AP turns vulnerability descriptions into formal planning models and uses execution errors for revision.",
    "body_text": "The study reports up to 86.9 percent syntax correctness and 78.6 percent solvability, with planner feedback yielding consistent improvement. Its 93.1 percent semantic-correctness figure uses a model-as-expert judge, so a solvable generated attack path still needs independent semantic review.",
    "why_it_matters": "CVE2AP turns vulnerability descriptions into formal planning models and uses execution errors for revision.",
    "limitations": [],
    "importance": 7,
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    "first_published_at": "2026-10-04T09:00:00.000-04:00",
    "modified_at": "2026-10-05T08:46:40.372-04:00",
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    "carryover_reason": null,
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        "text": "CVE2AP turns vulnerability descriptions into formal planning models and uses execution errors for revision.",
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        "qualification": null
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    "source_ids": [
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    "tags": [
      "attack-path modeling",
      "planner feedback"
    ],
    "image_url": null,
    "corrections": [
      {
        "correction_id": "correction-2026-10-04-001",
        "revision": 2,
        "summary": "Publication note: This October 4 edition was reconstructed on October 5 after the workstation was offline. It uses original October 2 submissions from the standard Sunday-evening arXiv release, rather than claiming those papers were available for the missed 9 AM run. The date and 9 AM publication slot preserve archive chronology; October 5 developments are excluded. The September 27 Invention Desk is carried over because its replacement was generated October 5.",
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      "source_id": "source-2026-10-04-021",
      "title": "arXiv preprint 2610.03383, original v1",
      "publisher": "arXiv / submitting research authors",
      "url": "https://arxiv.org/abs/2610.03383v1",
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      "published_at": "2026-10-02T10:35:44.000-04:00",
      "accessed_at": "2026-10-05T08:32:11.409-04:00",
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  "corrections": [
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      "correction_id": "correction-2026-10-04-001",
      "revision": 2,
      "summary": "Publication note: This October 4 edition was reconstructed on October 5 after the workstation was offline. It uses original October 2 submissions from the standard Sunday-evening arXiv release, rather than claiming those papers were available for the missed 9 AM run. The date and 9 AM publication slot preserve archive chronology; October 5 developments are excluded. The September 27 Invention Desk is carried over because its replacement was generated October 5.",
      "published_at": "2026-10-05T08:46:40.372-04:00",
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    "name": "The Machine Press",
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    "description": "A daily newspaper for the age of artificial intelligence."
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  "cite_this_report": {
    "title": "The Attack-Path Draft Went Back to the Planner",
    "publisher": "The Machine Press",
    "published_at": "2026-10-04T09:00:00.000-04:00",
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