{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/data-attestation",
 "identifier": "kaal:entity:data-attestation",
 "name": "Data attestation",
 "termCode": "data-attestation",
 "inDefinedTermSet": {
  "@id": "https://wulfkaal.github.io/entities/index.json"
 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
 "canonicalForm": "https://wulfkaal.github.io/entities/data-attestation.md",
 "sha256": "815c28597ace890c356155b741721bdf8a7a7e918c4db7a033a1065d1f570615",
 "additionalProperty": [
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   "name": "status",
   "value": "derived"
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   "value": 2
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   "value": 2
  },
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   "name": "year_span",
   "value": [
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    "2024"
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  }
 ],
 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4796714-006",
   "identifier": "kaal:claim:4796714-006",
   "text": "Web3 data attestation supports a governance model that assigns liability for AI misuse to identifiable individuals rather than distributing the burden across the whole community, which is what makes it a workable answer to AI related ethical dilemmas.",
   "abstract": "By ensuring accountability at the individual level, rather than burdening the entire community, this proposed model for AI governance within Web3 offers a promising avenue to address ethical dilemmas associated with AI applications.",
   "citation": "Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714",
   "datePublished": "2024",
   "claim_type": "design",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "requires cryptographic data attestation and verifiable identity",
    "applies to liability arising from AI misuse and uploaded content"
   ],
   "source_pdf_sha256": "59fa63bae179e8f9b6b8efbdf90cee28400276512a1b04f9f579a48641305c93",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4941807-006",
   "identifier": "kaal:claim:4941807-006",
   "text": "Locating accountability at the level of the individual actor rather than burdening the entire community is what makes the proposed Web3 AI governance model a workable route to addressing the ethical dilemmas that arise from AI applications.",
   "abstract": "By ensuring accountability at the individual level, rather than burdening the entire community, this proposed model for AI governance within Web3 offers a promising avenue to address ethical dilemmas associated with AI applications.",
   "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
   "datePublished": "2024",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "where data attestation permits attribution of conduct to individuals"
   ],
   "source_pdf_sha256": "ab66c1e99a88da1fa36b0c6b536df5184231fe6aa427f3dd53287a4e0ac79853",
   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'data-attestation'. Derived node: a roster, not an adjudicated definition."
}