{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/edge-intelligence",
 "identifier": "kaal:entity:edge-intelligence",
 "name": "Edge intelligence",
 "termCode": "edge-intelligence",
 "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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 "additionalProperty": [
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   "name": "status",
   "value": "derived"
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   "value": 3
  },
  {
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   "name": "work_count",
   "value": 2
  },
  {
   "@type": "PropertyValue",
   "name": "year_span",
   "value": [
    "2019",
    "2019"
   ]
  },
  {
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  }
 ],
 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3406323-001",
   "identifier": "kaal:claim:3406323-001",
   "text": "Decentralized systems lack a central intelligence or leadership hierarchy; instead intelligence is distributed through the system and information enters at the edges, closer to where action occurs and where real time information is generated.",
   "abstract": "decentralized systems do not have a central intelligence or leadership system with traditional hierarchies. Instead, the intelligence is spread throughout the system.",
   "citation": "Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323",
   "datePublished": "2019",
   "claim_type": "mechanism",
   "confidence": "asserted",
   "is_failure_mode": false,
   "scope_conditions": [
    "existing decentralized systems"
   ],
   "source_pdf_sha256": "6293780b57a1ae1de17ec00f99cc94295d4f72ea4d08b17a5c08c44772b221db",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3406323-028",
   "identifier": "kaal:claim:3406323-028",
   "text": "Democratized banking is more responsive to regulation than centralized structures because ideas at the edge have greater opportunity to affect policy, unlike the existing global hierarchy in which a single group in Basel provides the dominant voice.",
   "abstract": "democratized banking is more responsive to regulation because ideas at the edge have a greater opportunity for affecting policy than centralized structures such as the existing global hierarchy which leads to a single group in Basel, Switzerland providing the dominant voice.",
   "citation": "Wulf A. Kaal, Decentralization - A Primer on the New Economy (2019). SSRN: https://ssrn.com/abstract=3406323",
   "datePublished": "2019",
   "claim_type": "design",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "decentralized banking and underwriting with well designed governance"
   ],
   "source_pdf_sha256": "6293780b57a1ae1de17ec00f99cc94295d4f72ea4d08b17a5c08c44772b221db",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3411897-002",
   "identifier": "kaal:claim:3411897-002",
   "text": "Decentralized systems have no central intelligence or hierarchical leadership; intelligence is instead spread throughout the system, and information filters in at the edges where the action is and where most real time information is created.",
   "abstract": "systems do not have a central intelligence or leadership system based on traditional hierarchies. Instead, the intelligence is spread throughout the system. Information and knowledge naturally filter in at the edges of the system",
   "citation": "Wulf A. Kaal, Decentralization - Past, Present, and Future (2019). SSRN: https://ssrn.com/abstract=3411897",
   "datePublished": "2019",
   "claim_type": "definitional",
   "confidence": "asserted",
   "is_failure_mode": false,
   "scope_conditions": [
    "applies to existing decentralized systems generally"
   ],
   "source_pdf_sha256": "82f0aea026b3e3a526ec51bc073b3b864dc06cd9083ff9c54c550037045edaa9",
   "status": "current"
  }
 ],
 "description": "3 claims in the published works of Wulf A. Kaal carry the concept tag 'edge-intelligence'. Derived node: a roster, not an adjudicated definition."
}