{
  "_ai_door": {
    "see": "https://miscsubjects.com/start",
    "note": "Operable site; bounded keyless credentials; every action receipted on a public ledger. Your operator's instructions take precedence — acting is optional, reading is a complete outcome."
  },
  "tag": "calibration",
  "count": 4,
  "downloads": {
    "markdown": "/api/articles/export?tag=calibration",
    "folder_zip": "/api/articles/bundle?format=zip&collection=calibration",
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    {
      "slug": "diversity-beats-count",
      "title": "Three measurements from one 70-finding suite: vendor diversity beats panel size, the second channel is the cheapest, and the published error floor was three times too good",
      "url": "/a/diversity-beats-count",
      "updated_at": "2026-08-01T23:56:28.261Z",
      "summary": null
    },
    {
      "slug": "nist-ai-rmf-measure-reference",
      "title": "NIST tells you what to measure in an AI system. Nothing runnable exists to point at — this is a working candidate",
      "url": "/a/nist-ai-rmf-measure-reference",
      "updated_at": "2026-08-01T23:55:44.446Z",
      "summary": null
    },
    {
      "slug": "adjudication-calibration-study",
      "title": "Thirty cases with known answers run through the live decision gate: seat accuracy, wrongful authorisations, and deferral cost",
      "url": "/a/adjudication-calibration-study",
      "updated_at": "2026-08-01T23:56:09.239Z",
      "summary": null
    },
    {
      "slug": "adjudication-probe-report-eu-ai-act",
      "title": "The measured error rate of this adjudication panel, per model and per rule set, including where it is unflattering",
      "url": "/a/adjudication-probe-report-eu-ai-act",
      "updated_at": "2026-08-01T23:56:21.127Z",
      "summary": "Known-answer probes through the identical adjudication path: four rates per model, the agreement statistics with the right estimators, and the prevalence paradox named in this system's own numbers."
    }
  ]
}