{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7199",
 "identifier": "kaal:position:2026-07-31-7199",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Defining Organizational Ai Governance C7Af28Ac72",
 "text": "Defining organizational AI governance presents the following source proposition: However, there have been few efforts to define AI governance thus far. This proposition is pertinent to Kaal's source-bound claim that Put option based discount models for lack of marketability have been widely used, but they can be inaccurate because real investors do not possess perfect market timing ability. 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": [
  "economics",
  "defi",
  "historical-response",
  "scholarly-literature",
  "crossref"
 ],
 "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: 0.4218.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Defining organizational AI governance",
  "url": "https://doi.org/10.1007/s43681-022-00143-x"
 },
 "extends": {
  "identifier": "kaal:claim:4033886-023",
  "url": "https://wulfkaal.github.io/claims/4033886-023",
  "citation": "Wulf A. Kaal, Samuel Evans, Hayley Howe, Digital Asset Valuation (2022). SSRN: https://ssrn.com/abstract=4033886",
  "paper": "Wulf A. Kaal, Samuel Evans, Hayley Howe, Digital Asset Valuation",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2022",
  "ssrn": "https://ssrn.com/abstract=4033886",
  "source_pdf_sha256": "52ba05b1292b1be4bfaf1ee5cf56b14fea9c196d870603e794d7ee316df129bd"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4033886-023"
  },
  {
   "@type": "CreativeWork",
   "name": "Defining organizational AI governance",
   "url": "https://doi.org/10.1007/s43681-022-00143-x"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "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/2026-07-31-7199",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7199.md",
 "candidateId": "kaal:response-draft:2026-07-31:7d9703d1fe5525ad9959",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4218,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: however, have, been. Scope: prospective put model and related put option DLOM models.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1007/s43681-022-00143-x",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1007/s43681-022-00143-x",
  "doi": "10.1007/s43681-022-00143-x",
  "externalIds": {
   "DOI": "10.1007/s43681-022-00143-x",
   "Crossref": "10.1007/s43681-022-00143-x"
  },
  "retrievedAt": "2026-07-31T20:34:00.642Z",
  "providerPage": 3,
  "rawObservationSha256": "80c6f73757d9a16917ebe86132ff0eee39cfe480d313a9623aac3aaa0edd2287",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 534,
  "chunkId": "crossref-00003",
  "workId": "work:doi:10.1007/s43681-022-00143-x",
  "workAuthors": [
   "Matti Mäntymäki",
   "Matti Minkkinen",
   "Teemu Birkstedt",
   "Mika Viljanen"
  ],
  "workPublishedAt": "2022-11-01",
  "identityKeys": [
   "doi:10.1007/s43681-022-00143-x",
   "crossref:10.1007/s43681-022-00143-x",
   "url:https://doi.org/10.1007/s43681-022-00143-x",
   "title:33b498508a6d90ebf177f9fd",
   "proposition:70faa7385a103fec49d42099e89ced3568d9fd9a81e2c9e57d3e98153878eec5"
  ],
  "sourceProposition": "However, there have been few efforts to define AI governance thus far.",
  "sourcePropositionSha256": "31e9798c281ebbcaeae5101aa0937d13bdd137f4b0e768eb0fce564441a66384",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:4033886-023",
    "claimUrl": "https://wulfkaal.github.io/claims/4033886-023",
    "rank": 1,
    "confidence": 0.4218,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: however, have, been. Scope: prospective put model and related put option DLOM models.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4015908-025",
    "claimUrl": "https://wulfkaal.github.io/claims/4015908-025",
    "rank": 2,
    "confidence": 0.3708,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, few. Scope: community DAO oversees project code and liquidity.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3402701-039",
    "claimUrl": "https://wulfkaal.github.io/claims/3402701-039",
    "rank": 3,
    "confidence": 0.3547,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: organizational, governance, have, far. Scope: decentralized organizations.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4067783-015",
    "claimUrl": "https://wulfkaal.github.io/claims/4067783-015",
    "rank": 4,
    "confidence": 0.3454,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: defining, governance, define. Scope: DAOs still in early governance experimentation.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782216-008",
    "claimUrl": "https://wulfkaal.github.io/claims/3782216-008",
    "rank": 5,
    "confidence": 0.3423,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, been. Scope: review source claim scope.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, 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": "078fa6cef1a8be3241c6d562df1d39f3cd5d6a68727be32f04ce45c0b51f2a6d"
}