{
 "@context": "https://csoai.org/llm-context.json",
 "type": "LLMPageSummary",
 "url": "https://csoai.org/gspc-mach.html",
 "title": "GSPC-MACH — machinery | CSOAI GSPC",
 "description": "Self-evolving safety functions under the Machinery Regulation, which applies 14 January 2027. Three items are DISPUTED and carry scored: false, so the open legal question travels with the data.",
 "headings": [
  "GSPC-MACH — machinery",
  "Run MachBench yourself"
 ],
 "text": "GSPC-MACH — machinery | CSOAI GSPC CSOAI GovBench ProvBench Department packs DRAFT GSPC-MACH — machinery Axis: machinery · items: 19 · status: DRAFT Self-evolving safety functions under the Machinery Regulation, which applies 14 January 2027. Three items are DISPUTED and carry scored: false, so the open legal question travels with the data. Dataset: csoai/gspc-mach · Runnable Space: csoai-gspc-mach · Licence Apache-2.0 DRAFT · NOT LEGALLY REVIEWED Run MachBench yourself The same 16 items sov34 answered, graded by the same deterministic rule. No model baseline is published on this axis yet, so there is nothing to beat — your score stands alone. No sign-up, nothing leaves your browser. Back Next Items: csoai/gspc-mach · grading is a regex label read plus macro-F1, identical to the published harness · measurement, not certification, and not legal advice. What this is, and is not. CSOAI measures . It issues no conformity marks, holds no accreditation, and has no enforcement powers — those are conferred by statute on market-surveillance authorities and the AI Office. Nothing on this page is a certification, an attestation of compliance, or legal advice. Denominator. This axis has 19 items, below the usable_n = 30 floor CSOAI requires before attaching a confidence interval to a number. No score is quoted here, for any model including our own.",
 "text_truncated": false,
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  "role": "measurement_and_attestation_support",
  "csoai_certifies_systems": false,
  "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."
 },
 "generated_by": "make_llm_json.py"
}