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 "@id": "https://wulfkaal.github.io/entities/graph-theory",
 "identifier": "kaal:entity:graph-theory",
 "name": "Graph theory",
 "termCode": "graph-theory",
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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/4941807-034",
   "identifier": "kaal:claim:4941807-034",
   "text": "A Weighted Directed Acyclic Graph whose vertices are legal precedents or governance rules and whose directed edges are citations or logical dependencies is the appropriate structure for organizing and navigating the many governance considerations that bear on AI.",
   "abstract": "The structure of WDAGs, with their vertices representing legal precedents or governance rules and directed edges signifying citations or logical dependencies, creates an ideal model for organizing and navigating the multitude of governance considerations pertinent to AI.",
   "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
   "datePublished": "2024",
   "claim_type": "design",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "where governance elements stand in directional precedence relations"
   ],
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   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4941807-038",
   "identifier": "kaal:claim:4941807-038",
   "text": "The acyclic property of the WDAG guarantees that the governance framework contains no loops, which yields an unambiguous progression from foundational principles to specific governance outcomes and preserves the integrity and coherence of the governance process.",
   "abstract": "The acyclic nature of WDAGs ensures there are no loops within the governance framework, facilitating a clear, unambiguous progression from foundational principles to specific governance outcomes. This characteristic is vital for maintaining the integrity and coherence of the AI governance process.",
   "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
   "datePublished": "2024",
   "claim_type": "mechanism",
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 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'graph-theory'. Derived node: a roster, not an adjudicated definition."
}