{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2148",
 "identifier": "kaal:position:2026-07-31-2148",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 84Fd366505F3Ea39886D",
 "text": "Skin in the Game: The Transformational Potential of Decentralized Autonomous Organizations should be assessed against Kaal's source-bound claim that Decentralized collective governance without a central authority reduces both single points of failure and the biases that attach to traditional centralized systems, which is the core structural argument for governing AI through web3 rather than through a central body. The current metadata indicates a plausible connection through decentralized autonomous organization, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0009-0008-7840-1847"
 },
 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "qualification",
 "keywords": [
  "decentralization",
  "governance-design",
  "ai-and-agents"
 ],
 "scope_conditions": [
  "governance arrangements where stakeholders collectively govern",
  "External evidence level: abstract indexed.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Skin in the Game: The Transformational Potential of Decentralized Autonomous Organizations",
  "url": "https://www.semanticscholar.org/paper/ad4f228dc3e8460ecb67f961d32cf9b501e4d21c"
 },
 "extends": {
  "identifier": "kaal:claim:4855607-020",
  "url": "https://wulfkaal.github.io/claims/4855607-020",
  "citation": "Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607",
  "paper": "How AI Models are Optimized Through Web3 Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4855607",
  "source_pdf_sha256": "eb0b3e62374b45a8fa888c6bde9725e606bcb46cf4b5e74a6e851d9f25099113"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4855607-020"
  },
  {
   "@type": "CreativeWork",
   "name": "Skin in the Game: The Transformational Potential of Decentralized Autonomous Organizations",
   "url": "https://www.semanticscholar.org/paper/ad4f228dc3e8460ecb67f961d32cf9b501e4d21c"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0009",
 "review_provenance": "https://kaal-signal-desk.wulf577462.chatgpt.site/#review",
 "publicationStatus": "public",
 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-2148",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2148.md",
 "candidateId": "kaal:response-candidate:2026-07-31:4b92da35549b53f7",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.2558,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: potential, decentralized, collectively, govern, through, collective, decentralization, governance. Scope: governance arrangements where stakeholders collectively govern.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 613,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 32,
  "venue": "MIS Q.",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "77b6e64606a8d82e92605b47829f0b14beff52ed5be86dd1a169bd6471b6c585"
}
