{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7160",
 "identifier": "kaal:position:2026-07-31-7160",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Governance Of Ai Agents D3C0Edce95",
 "text": "Governance of AI Agents presents the following source proposition: The increasing integration of AI into economic, social, and political processes is creating new challenges for the governance of autonomous AI agents. This proposition is pertinent to Kaal's source-bound claim that Principal agent frictions reemerge in new forms in the agentic economy, as user sovereign bring your own agents compete with platform controlled bowling shoe agents, creating incentives for proprietary enclosure and interoperability throttling. 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",
  "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: 0.3884.",
  "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:5886442-032",
  "url": "https://wulfkaal.github.io/claims/5886442-032",
  "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
  "paper": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5886442",
  "source_pdf_sha256": "d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5886442-032"
  },
  {
   "@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/2026-07-31-7160",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7160.md",
 "candidateId": "kaal:response-draft:2026-07-31:b0617061a99470f1481c",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3884,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, agents, economic, creating, new. Scope: arises where agent platforms are controlled by intermediaries rather than by users.",
 "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:d8023c4cdd6122a3ec45a79dcdcda5f5203afdf4c7f15fe7b598737e7ef1992e"
  ],
  "sourceProposition": "The increasing integration of AI into economic, social, and political processes is creating new challenges for the governance of autonomous AI agents.",
  "sourcePropositionSha256": "e8458a83a0deab60315c796ace28bf9e3ca2a5bd58ef7b69fb1379f81b329266",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:5886442-032",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-032",
    "rank": 1,
    "confidence": 0.3884,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, economic, creating, new. Scope: arises where agent platforms are controlled by intermediaries rather than by users.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6421319-004",
    "claimUrl": "https://wulfkaal.github.io/claims/6421319-004",
    "rank": 2,
    "confidence": 0.3552,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agents, creating, new, autonomous. Scope: applies to the agentic layer of production.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4855607-031",
    "claimUrl": "https://wulfkaal.github.io/claims/4855607-031",
    "rank": 3,
    "confidence": 0.3475,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, integration, new, challenges. Scope: governance of iteratively updated federated learning models.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4529715-013",
    "claimUrl": "https://wulfkaal.github.io/claims/4529715-013",
    "rank": 4,
    "confidence": 0.3347,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, creating, new, autonomous. Scope: comparison to incorporation of a traditional corporation.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4855607-024",
    "claimUrl": "https://wulfkaal.github.io/claims/4855607-024",
    "rank": 5,
    "confidence": 0.3209,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, agents, integration, new. Scope: sectors where AI applications must rapidly adapt to new laws and ethical considerations.",
    "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": "8bab3ab14159296b391b815516fb7ee3e8d6a5ed5e2cba63bc84b091180f48e5"
}