{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/deployment",
 "identifier": "kaal:entity:deployment",
 "name": "Deployment",
 "termCode": "deployment",
 "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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   "name": "status",
   "value": "derived"
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   "value": 2
  },
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   "value": 2
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   "value": [
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    "2026"
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 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/5541658-031",
   "identifier": "kaal:claim:5541658-031",
   "text": "Experimental studies suggest risks such as bias amplification from judicial AI, but there is little empirical data on how those risks actually manifest in operational courtrooms, which leaves practical integration guidelines undeveloped.",
   "abstract": "While experimental studies suggest risks like bias amplification, there is little empirical data on how these risks manifest in operational judicial settings.",
   "citation": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658",
   "datePublished": "2025",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "the gap between experimental and deployed judicial AI systems"
   ],
   "source_pdf_sha256": "e543a2d698fcd522d4d02e034cc9ee1344d0015d2c824b40b9e05ab7c0728c60",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/6655138-049",
   "identifier": "kaal:claim:6655138-049",
   "text": "The architecture is infrastructure neutral: it applies to any settlement substrate supporting stake-weighted validation, on-chain identity, and a representation of agent state, so implementations on different substrates are translations of the same primitive rather than different primitives.",
   "abstract": "The architecture is infrastructure neutral. It applies to any settlement substrate that supports stake-weighted validation, on-chain identity, and a representation of agent state.",
   "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": "asserted",
   "is_failure_mode": false,
   "scope_conditions": [
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   ],
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   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'deployment'. Derived node: a roster, not an adjudicated definition."
}