{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2095",
 "identifier": "kaal:position:2026-07-31-2095",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 134B71790627D0F6A5F5",
 "text": "Adapting Mintzberg's organizational theory to DeSci: the decentralized science pyramid framework should be assessed against Kaal's source-bound claim that AI powered DAOs that autonomously generate revenue are especially hard to regulate or dismantle, because the same blockchain security features that protect the organization also make it difficult to intervene once it is operational. 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": [
  "dao",
  "ai-and-agents",
  "blockchain",
  "governance-design"
 ],
 "scope_conditions": [
  "applies to autonomously revenue generating AI DAOs",
  "arises from blockchain immutability and security guarantees",
  "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": "Adapting Mintzberg's organizational theory to DeSci: the decentralized science pyramid framework",
  "url": "https://www.semanticscholar.org/paper/fa345e1122166d20c512149de6d5b7a345c1c6a6"
 },
 "extends": {
  "identifier": "kaal:claim:4796714-022",
  "url": "https://wulfkaal.github.io/claims/4796714-022",
  "citation": "Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714",
  "paper": "AI Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4796714",
  "source_pdf_sha256": "59fa63bae179e8f9b6b8efbdf90cee28400276512a1b04f9f579a48641305c93"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4796714-022"
  },
  {
   "@type": "CreativeWork",
   "name": "Adapting Mintzberg's organizational theory to DeSci: the decentralized science pyramid framework",
   "url": "https://www.semanticscholar.org/paper/fa345e1122166d20c512149de6d5b7a345c1c6a6"
  }
 ],
 "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/2026-07-31-2095",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2095.md",
 "candidateId": "kaal:response-candidate:2026-07-31:5a2b88b55b2e93c2",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.258,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: challenges, governance, blockchain, technology, daos, inherent, unique, operational. Scope: applies to autonomously revenue generating AI DAOs; arises from blockchain immutability and security guarantees.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "decentralized autonomous organization",
  "queryId": "concept:ee778ad15ea3",
  "page": 1,
  "sourceRank": 888,
  "retrievedAt": "2026-07-31T13:58:11.476Z",
  "citationCount": 9,
  "venue": "Frontiers Blockchain",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "c7cef317d1a359ea71917d22dce0577c7a39f8e1ee4e455d93628df32982c76c"
}