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 "url": "https://csoai.org/blog.html",
 "title": "CSOAI Journal — measurement, provenance, and sovereign AI",
 "description": "The CSOAI Journal: honest, measured reporting on EU AI Act compliance, provenance survival, and the sovereign fleet — every figure tied to a signed, verifiable record.",
 "headings": [
  "CSOAI Journal",
  "Latest entries",
  "Why we publish measurements, not claims"
 ],
 "text": "CSOAI Journal — measurement, provenance, and sovereign AI Home Products ProvBench Docs Journal CSOAI Journal We measure AI systems against statutory provisions and sign every result. These entries are the honest output of that measurement — the numbers you can recompute, the assumptions we made, and the limits of what the evidence supports. Nothing here is a press release. Latest entries Article 50 provenance marking does not survive the real world — we measured it — ProvBench, 20 embedded manifests, 0 survived any measured transform. The sovereign fleet against the GSPC governance axes — 14 models, 12 axes, where routing to measured strength beats any single model. EU AI Act Article 43 — internal control, done with evidence — what credible self-assessment actually looks like. Why we publish measurements, not claims Almost anyone can write a system prompt that asserts governance behaviour. Much fewer can publish a frozen harness before the run, a salted practice/held-out split, and an Ed25519-signed result that a third party can verify without trusting us. When we publish a number, it is the number a reviewer would recompute — not a headline we picked. CSOAI Ltd · UK company 16939677 · Every published figure traces to a signed, verifiable record.",
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  "csoai_is_a_notified_body": false,
  "csoai_has_enforcement_powers": false,
  "note": "CSOAI measures and publishes evidence. It issues no conformity marks and holds no accreditation. Nothing here is certification or legal advice."
 },
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}