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 "identifier": "kaal:entity:anticipatory-governance",
 "name": "Anticipatory governance",
 "termCode": "anticipatory-governance",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
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  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2831040-030",
   "identifier": "kaal:claim:2831040-030",
   "text": "The pace of innovation is incompatible with existing regulatory approaches that demand comprehensive knowledge as a precondition for regulatory action, because innovation is too decentralized, too fast, and too pervasive.",
   "abstract": "the pace of innovation is incompatible with existing regulatory approaches that demand comprehensive knowledge as a basis for taking regulatory action because innovation is too decentralized, too fast, and too pervasive",
   "citation": "Wulf A. Kaal, Dynamic Regulation for Innovation (2016). SSRN: https://ssrn.com/abstract=2831040",
   "datePublished": "2016",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "regulatory approaches conditioned on comprehensive prior knowledge"
   ],
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   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2831040-031",
   "identifier": "kaal:claim:2831040-031",
   "text": "The United States lacks an anticipatory system at the national level because no mechanism exists for bringing foresight and policymaking into an effective relationship.",
   "abstract": "the United States lacks an anticipatory system at the national level because no mechanism exists for bringing foresight and policymaking into an effective relationship",
   "citation": "Wulf A. Kaal, Dynamic Regulation for Innovation (2016). SSRN: https://ssrn.com/abstract=2831040",
   "datePublished": "2016",
   "claim_type": "failure",
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2831040-038",
   "identifier": "kaal:claim:2831040-038",
   "text": "Dynamic regulation optimizes anticipatory governance for innovation by emphasizing adaptation to and anticipation of the unforeseen contingencies associated with innovation.",
   "abstract": "Dynamic regulation can help optimize anticipatory governance for innovation by emphasizing the adaptation to and anticipation of unforeseen contingencies associated with innovation.",
   "citation": "Wulf A. Kaal, Dynamic Regulation for Innovation (2016). SSRN: https://ssrn.com/abstract=2831040",
   "datePublished": "2016",
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  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4941807-037",
   "identifier": "kaal:claim:4941807-037",
   "text": "Because the WDAG continuously monitors and adjusts to evolving ethical and legal standards, it delivers preventive AI governance, in contrast to reactive models that address problems only after they have already arisen.",
   "abstract": "By continuously monitoring and adjusting to evolving ethical and legal standards, WDAG provides a preventive approach to AI governance. This contrasts with reactive models that address issues only after they have arisen.",
   "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
   "datePublished": "2024",
   "claim_type": "design",
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   "is_failure_mode": false,
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 "description": "4 claims in the published works of Wulf A. Kaal carry the concept tag 'anticipatory-governance'. Derived node: a roster, not an adjudicated definition."
}