{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7161",
 "identifier": "kaal:position:2026-07-31-7161",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Governance Of Ai Agents 3517Feeb29",
 "text": "Governance of AI Agents presents the following source proposition: With AI agents, motivations based on monetary incentives or personal interests no longer apply. This proposition is pertinent to Kaal's source-bound claim that A DAO realigns the otherwise disparate interests of principals and agents because all participants in the DAO share the same goal, which reduces behavior contrary to the interests of the organization. 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": [
  "ai-and-agents",
  "corporate-governance",
  "risk-and-incentives",
  "dao",
  "governance-design",
  "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: 0.3841.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Governance of AI Agents",
  "url": "https://doi.org/10.4018/979-8-3373-1419-8.ch006"
 },
 "extends": {
  "identifier": "kaal:claim:3652481-004",
  "url": "https://wulfkaal.github.io/claims/3652481-004",
  "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/3652481-004"
  },
  {
   "@type": "CreativeWork",
   "name": "Governance of AI Agents",
   "url": "https://doi.org/10.4018/979-8-3373-1419-8.ch006"
  }
 ],
 "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/2026-07-31-7161",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7161.md",
 "candidateId": "kaal:response-draft:2026-07-31:e7f6d635d1aa8ec6342e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3841,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, agents, incentives, interests. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.4018/979-8-3373-1419-8.ch006",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.4018/979-8-3373-1419-8.ch006",
  "doi": "10.4018/979-8-3373-1419-8.ch006",
  "externalIds": {
   "DOI": "10.4018/979-8-3373-1419-8.ch006",
   "Crossref": "10.4018/979-8-3373-1419-8.ch006"
  },
  "retrievedAt": "2026-07-31T20:33:40.714Z",
  "providerPage": 1,
  "rawObservationSha256": "052d180fd7fcb9376fc773199a853f3813943d00abdb5953802b2b8beb75807e",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 50,
  "chunkId": "crossref-00001",
  "workId": "work:doi:10.4018/979-8-3373-1419-8.ch006",
  "workAuthors": [
   "Silvio Andrae"
  ],
  "workPublishedAt": "2025-07-25",
  "identityKeys": [
   "doi:10.4018/979-8-3373-1419-8.ch006",
   "crossref:10.4018/979-8-3373-1419-8.ch006",
   "url:https://doi.org/10.4018/979-8-3373-1419-8.ch006",
   "title:57a29ff383374472e28086ab",
   "proposition:c3093229f5702b2595fe5dc4f0cbffa2aa580287e3d99496ef663f3ed10955a7"
  ],
  "sourceProposition": "With AI agents, motivations based on monetary incentives or personal interests no longer apply.",
  "sourcePropositionSha256": "b7d07a726823ac3c78690536541498b1de6865e63977a7c6ec9183e0f669071b",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3652481-004",
    "claimUrl": "https://wulfkaal.github.io/claims/3652481-004",
    "rank": 1,
    "confidence": 0.3841,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, incentives, interests. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3949098-022",
    "claimUrl": "https://wulfkaal.github.io/claims/3949098-022",
    "rank": 2,
    "confidence": 0.3841,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, incentives, interests. Scope: theoretical model; adoption of the decentralized reputation staking governance mechanisms.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4855607-033",
    "claimUrl": "https://wulfkaal.github.io/claims/4855607-033",
    "rank": 3,
    "confidence": 0.3841,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, incentives, interests. Scope: RLHF systems where feedback providers have divergent stakes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4685567-025",
    "claimUrl": "https://wulfkaal.github.io/claims/4685567-025",
    "rank": 4,
    "confidence": 0.3841,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, incentives, interests. Scope: reputation tokens are non fungible and chain agnostic.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782217-036",
    "claimUrl": "https://wulfkaal.github.io/claims/3782217-036",
    "rank": 5,
    "confidence": 0.3749,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, motivations, incentives. Scope: DAOs with a functioning citation and review system.",
    "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": "be0c48a79ae6e5ef406e46c1bd32630deab75c76ce45e6d2e40ca9fb524674bf"
}