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  "text": "Passing the reference implementation's synthetic tests does not establish external validation, security, production readiness, calibrated projections, or independent interoperability.",
  "author": {
    "name": "Wulf A. Kaal",
    "orcid": "0009-0008-7840-1847"
  },
  "copyrightHolder": "Wulf A. Kaal",
  "license": "https://creativecommons.org/licenses/by/4.0/",
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  "dateModified": "2026-08-01",
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    "title": "Persona Protocol: Continuity, Competence, Trust, and Authority for Autonomous Systems",
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  "scholarly_claim_layer_gate": "canonical public manuscript must be fixed, hashed, and revalidated",
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