{
  "$schema": "https://themachinepress.com/schemas/story-v1.schema.json",
  "schema_version": "1.0.0",
  "document_type": "machine_press_story",
  "story": {
    "story_id": "mp-2026-07-11-006",
    "source_story_id": "tmp-story-sensorfm-wearables",
    "edition_id": "mp-2026-07-11-morning-0002",
    "edition_url": "https://themachinepress.com/edition/2026-07-11",
    "position": 6,
    "story_type": "dispatch",
    "section": "research",
    "editorial_classification": "editorial",
    "headline": "The Wrist Becomes a Foundation-Model Dataset",
    "slug": "the-wrist-becomes-a-foundation-model-dataset",
    "dek": "Google Research trained SensorFM on more than a trillion minutes of consented wearable signals, then tested one representation across 35 health tasks.",
    "summary": "Google Research trained SensorFM on more than a trillion minutes of consented wearable signals, then tested one representation across 35 health tasks.",
    "body_text": "Google Research says SensorFM learned from minute-resolution wearable data contributed by five million consenting participants across more than 100 countries. The model ingests signals including heart activity, motion, skin temperature, and electrodermal activity, while its training method treats missing sensor periods as part of the data rather than discarding them. Google reports that frozen SensorFM embeddings beat a feature-engineered supervised baseline on 34 of 35 evaluated tasks. This is research, not a clinical product or diagnostic approval, and the health-agent results still require independent validation.",
    "why_it_matters": "Google Research trained SensorFM on more than a trillion minutes of consented wearable signals, then tested one representation across 35 health tasks.",
    "limitations": [
      "This is research, not a clinical product or diagnostic approval, and the health-agent results still require independent validation."
    ],
    "importance": 8,
    "canonical_url": "https://themachinepress.com/story/mp-2026-07-11-006/the-wrist-becomes-a-foundation-model-dataset",
    "json_url": "https://themachinepress.com/story/mp-2026-07-11-006.json",
    "first_published_at": "2026-07-11T09:00:00.000-04:00",
    "modified_at": "2026-07-11T23:17:20.883-04:00",
    "content_status": "updated",
    "is_carryover": false,
    "carryover_reason": null,
    "key_claims": [
      {
        "claim_id": "claim-mp-2026-07-11-006-001",
        "text": "Google Research trained SensorFM on more than a trillion minutes of consented wearable signals, then tested one representation across 35 health tasks.",
        "source_ids": [
          "source-2026-07-11-006"
        ],
        "qualification": "This is research, not a clinical product or diagnostic approval, and the health-agent results still require independent validation."
      }
    ],
    "source_ids": [
      "source-2026-07-11-006"
    ],
    "tags": [
      "wearables",
      "health AI",
      "foundation models",
      "sensor data",
      "research"
    ],
    "image_url": null,
    "corrections": [
      {
        "correction_id": "correction-2026-07-11-001",
        "revision": 2,
        "summary": "Correction, July 11, 2026: An earlier automated version repeated five ticker briefs and nine dispatches from the July 10 edition. Those items were removed and replaced with previously unpublished editorial stories; the two front-page stories and three genuinely new dispatches were preserved.",
        "published_at": "2026-07-11T23:17:20.883-04:00",
        "affected_story_ids": [],
        "affected_claim_ids": []
      }
    ]
  },
  "sources": [
    {
      "source_id": "source-2026-07-11-006",
      "title": "Google Research: SensorFM",
      "publisher": "Google Research",
      "url": "https://research.google/blog/sensorfm-towards-a-general-intelligence-and-interface-for-wearable-health-data/",
      "canonical_url": "https://research.google/blog/sensorfm-towards-a-general-intelligence-and-interface-for-wearable-health-data/",
      "source_type": "secondary_reporting",
      "is_primary_source": false,
      "published_at": "2026-07-08T20:00:00.000-04:00",
      "accessed_at": "2026-07-11T12:30:00.000-04:00",
      "supports_claim_ids": [
        "claim-mp-2026-07-11-006-001"
      ]
    }
  ],
  "corrections": [
    {
      "correction_id": "correction-2026-07-11-001",
      "revision": 2,
      "summary": "Correction, July 11, 2026: An earlier automated version repeated five ticker briefs and nine dispatches from the July 10 edition. Those items were removed and replaced with previously unpublished editorial stories; the two front-page stories and three genuinely new dispatches were preserved.",
      "published_at": "2026-07-11T23:17:20.883-04:00",
      "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 Wrist Becomes a Foundation-Model Dataset",
    "publisher": "The Machine Press",
    "published_at": "2026-07-11T09:00:00.000-04:00",
    "canonical_url": "https://themachinepress.com/story/mp-2026-07-11-006/the-wrist-becomes-a-foundation-model-dataset"
  }
}
