{
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 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/capture-resistance",
 "identifier": "kaal:entity:capture-resistance",
 "name": "Capture resistance",
 "termCode": "capture-resistance",
 "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",
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   "value": 2
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   "value": 2
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   "value": [
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 "subjectOf": [
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4855607-034",
   "identifier": "kaal:claim:4855607-034",
   "text": "Distributing governance across all participants prevents any single entity from dominating decision making, and because model or training changes then require consensus, the resulting decisions reflect collective rather than individual interest.",
   "abstract": "By distributing governance across all participants, the proposed web3 community governance system ensures that no single entity can dominate the decision-making process. This structure promotes the alignment of incentives since changes to the model or the training process require consensus",
   "citation": "Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607",
   "datePublished": "2024",
   "claim_type": "mechanism",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "governance systems where change requires consensus among distributed participants"
   ],
   "source_pdf_sha256": "eb0b3e62374b45a8fa888c6bde9725e606bcb46cf4b5e74a6e851d9f25099113",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6655138-023",
   "identifier": "kaal:claim:6655138-023",
   "text": "Validators on the cross-surface reflection surface must hold non-trivial reputation in at least three of the prior five surfaces, so that they have first-hand cross-surface experience and cannot be captured by any single-surface specialization.",
   "abstract": "Validators are drawn from a pool that requires non-trivial reputation in at least three of the prior five surfaces, ensuring that validators on Σ_R have first-hand cross-surface experience and cannot be captured by any single-surface specialization.",
   "citation": "Wulf A. Kaal, Possibility Loops An Operational Architecture for Computative Economics in Agent Coordination Systems (2026). SSRN: https://ssrn.com/abstract=6655138",
   "datePublished": "2026",
   "claim_type": "design",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
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   "source_pdf_sha256": "52cb210167f06f0c7a2581214b156326216543de80b8394320b629c045c9e214",
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  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'capture-resistance'. Derived node: a roster, not an adjudicated definition."
}