{
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  "story": {
    "story_id": "mp-2026-10-13-017",
    "source_story_id": "tmp-brief-forte-feature-deprecation",
    "edition_id": "mp-2026-10-13-morning-0095",
    "edition_url": "https://themachinepress.com/edition/2026-10-13",
    "position": 19,
    "story_type": "ticker",
    "section": "business-enterprise",
    "editorial_classification": "editorial",
    "headline": "The Recommender Retires Its Baggage",
    "slug": "the-recommender-retires-its-baggage",
    "dek": "FORTE follows feature dependencies before removing production inputs.",
    "summary": "FORTE follows feature dependencies before removing production inputs.",
    "body_text": "FORTE evaluates groups of low-value recommendation features and traces their downstream consumers. In two production systems, the authors report removals validated by retraining and online tests, with efficiency gains varying by model. Online guardrails rejected one larger removal set, keeping the process tied to measured regressions.",
    "why_it_matters": "FORTE follows feature dependencies before removing production inputs.",
    "limitations": [],
    "importance": 6,
    "canonical_url": "https://themachinepress.com/story/mp-2026-10-13-017/the-recommender-retires-its-baggage",
    "json_url": "https://themachinepress.com/story/mp-2026-10-13-017.json",
    "first_published_at": "2026-10-13T09:00:00.000-04:00",
    "modified_at": "2026-10-13T09:43:56.853-04:00",
    "content_status": "updated",
    "is_carryover": false,
    "carryover_reason": null,
    "key_claims": [
      {
        "claim_id": "claim-mp-2026-10-13-017-001",
        "text": "FORTE follows feature dependencies before removing production inputs.",
        "source_ids": [
          "source-2026-10-13-019"
        ],
        "qualification": null
      }
    ],
    "source_ids": [
      "source-2026-10-13-019"
    ],
    "tags": [
      "FORTE",
      "recommenders",
      "feature deprecation"
    ],
    "image_url": null,
    "corrections": [
      {
        "correction_id": "correction-2026-10-13-001",
        "revision": 2,
        "summary": "Publication note: The October 13, 2026 edition was prepared and published late on October 13 after the scheduled newsroom task could not start. It retains its October 13 edition date and 9:00 AM America/Detroit reveal time. Reports use evidence available before that cutoff; actual preparation and image-generation times are preserved in the provenance records.",
        "published_at": "2026-10-13T09:43:56.853-04:00",
        "affected_story_ids": [],
        "affected_claim_ids": []
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  },
  "sources": [
    {
      "source_id": "source-2026-10-13-019",
      "title": "arXiv preprint 2610.13806, original v1",
      "publisher": "arXiv / submitting research authors",
      "url": "https://arxiv.org/abs/2610.13806v1",
      "canonical_url": "https://arxiv.org/abs/2610.13806v1",
      "source_type": "primary_research",
      "is_primary_source": true,
      "published_at": null,
      "accessed_at": "2026-10-13T09:24:46.375-04:00",
      "supports_claim_ids": [
        "claim-mp-2026-10-13-017-001"
      ]
    }
  ],
  "corrections": [
    {
      "correction_id": "correction-2026-10-13-001",
      "revision": 2,
      "summary": "Publication note: The October 13, 2026 edition was prepared and published late on October 13 after the scheduled newsroom task could not start. It retains its October 13 edition date and 9:00 AM America/Detroit reveal time. Reports use evidence available before that cutoff; actual preparation and image-generation times are preserved in the provenance records.",
      "published_at": "2026-10-13T09:43:56.853-04:00",
      "affected_story_ids": [],
      "affected_claim_ids": []
    }
  ],
  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
  },
  "cite_this_report": {
    "title": "The Recommender Retires Its Baggage",
    "publisher": "The Machine Press",
    "published_at": "2026-10-13T09:00:00.000-04:00",
    "canonical_url": "https://themachinepress.com/story/mp-2026-10-13-017/the-recommender-retires-its-baggage"
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}