{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6107",
 "identifier": "kaal:position:2026-07-31-6107",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Driven Daos 5Affb8Eb1C",
 "text": "AI-driven DAOs presents the following source proposition: It analyzes the historical development of AI and the technical affordances of DAOs for AI integration. This proposition is pertinent to Kaal's source-bound claim that Regulatory uncertainty is holding back both the development of DAOs and the optimization potential DAOs offer for digital assets. The proposed response is an extension: the relationship should remain limited to the retrieved source proposition and the mapped Kaal claim unless fuller source review supports a broader conclusion.",
 "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": "extension",
 "keywords": [
  "dao",
  "innovation",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "scope_conditions": [
  "The response is limited to the retrieved source proposition and mapped Kaal claim unless fuller source review supports a broader conclusion.",
  "External evidence level: abstract indexed.",
  "Mapping review tier: moderate-confidence claim review.",
  "Primary mapping confidence: 0.363.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI-driven DAOs",
  "url": "https://doi.org/10.4337/9781035341627.00030"
 },
 "extends": {
  "identifier": "kaal:claim:3652481-012",
  "url": "https://wulfkaal.github.io/claims/3652481-012",
  "citation": "Wulf A. Kaal, Decentralized Autonomous Organizations – Internal Governance and External Legal Design (2020). SSRN: https://ssrn.com/abstract=3652481",
  "paper": "Wulf A. Kaal, Decentralized Autonomous Organizations – Internal Governance and External Legal Design",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2020",
  "ssrn": "https://ssrn.com/abstract=3652481",
  "source_pdf_sha256": "530b3a40c244aeca2eb4c53f4c9b4d6b2962bd6be9f92b4ebe17139c17f4c0e0"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3652481-012"
  },
  {
   "@type": "CreativeWork",
   "name": "AI-driven DAOs",
   "url": "https://doi.org/10.4337/9781035341627.00030"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0003",
 "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/2026-07-31-6107",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6107.md",
 "candidateId": "kaal:response-draft:2026-07-31:f8484ab5b5f3e4607afe",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.363,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: daos, development, optimization. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4410534928",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.4337/9781035341627.00030",
  "doi": "10.4337/9781035341627.00030",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4410534928",
   "DOI": "10.4337/9781035341627.00030"
  },
  "retrievedAt": "2026-07-31T17:52:11.122Z",
  "providerPage": 9,
  "rawObservationSha256": "9789af33e458f7bd82336afb67ab99c93f4f9891b20e0d1d321a5f37284b78ad",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 9131,
  "chunkId": "openalex-00004",
  "workId": "work:doi:10.4337/9781035341627.00030",
  "workAuthors": [
   "Ori Shimony"
  ],
  "workPublishedAt": "2025-05-20",
  "identityKeys": [
   "doi:10.4337/9781035341627.00030",
   "openalex:https://openalex.org/w4410534928",
   "url:https://doi.org/10.4337/9781035341627.00030",
   "title:62be6775afc4ceb94ce8c406",
   "proposition:008418a3faef8362d6d62d50afd8a9e0b561a7bfbd6af4e214679a31eb728619"
  ],
  "sourceProposition": "It analyzes the historical development of AI and the technical affordances of DAOs for AI integration.",
  "sourcePropositionSha256": "0d47bf2d3f6da53a392b2b49b7fba503692df28d8f8a381212918f0f38f4ea0c",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3652481-012",
    "claimUrl": "https://wulfkaal.github.io/claims/3652481-012",
    "rank": 1,
    "confidence": 0.363,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: daos, development, optimization. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3799320-007",
    "claimUrl": "https://wulfkaal.github.io/claims/3799320-007",
    "rank": 2,
    "confidence": 0.363,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: daos, development, optimization. Scope: regulatory environment of the early 2020s.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782193-008",
    "claimUrl": "https://wulfkaal.github.io/claims/3782193-008",
    "rank": 3,
    "confidence": 0.3615,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: daos, historical, networks. Scope: networks uniting members with diverse values; requires dynamic design of governance.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3071378-040",
    "claimUrl": "https://wulfkaal.github.io/claims/3071378-040",
    "rank": 4,
    "confidence": 0.3481,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: driven, daos, networks. Scope: continued evolution of the crypto economy.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782220-033",
    "claimUrl": "https://wulfkaal.github.io/claims/3782220-033",
    "rank": 5,
    "confidence": 0.3127,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: science, control. Scope: science as a globally open discipline.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0003, SHA-256 8afd77518bf3e6dff3e21ea20524a254cd29e7e4678a80362a24c26c8dc039e2, as written and authorize publication of all 250 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
 "sha256": "4b0b64a04a93176594233ad22db6ecfd0093a4e8c0e4611089fdd008847e2df5"
}