{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7715",
 "identifier": "kaal:position:2026-07-31-7715",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Maintenance Based Trust For Multi Agent Systems E5A9F3F2Cf",
 "text": "Maintenance-based trust for multi-agent systems presents the following source proposition: In last years, trust and reputation has been gaining increasing interest in multi-agent systems (MAS). This proposition is pertinent to Kaal's source-bound claim that The delegation of technology policy to politicians advised by experts rested on public trust that has since eroded: consistent empirical evidence shows that trust in both government and experts has declined in recent years. 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": [
  "reputation",
  "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: 0.417.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Maintenance-based trust for multi-agent systems",
  "url": "https://doi.org/10.65109/ovuf6099"
 },
 "extends": {
  "identifier": "kaal:claim:2834531-021",
  "url": "https://wulfkaal.github.io/claims/2834531-021",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Regulation Tomorrow What Happens When Technology Is Faster Than the Law (2017). SSRN: https://ssrn.com/abstract=2834531",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P. M. Vermeulen, Regulation Tomorrow What Happens When Technology Is Faster Than the Law",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2834531",
  "source_pdf_sha256": "9cd875ebdb0266febbdcdabfca5b9b9f0de1b7ad9e3d5a8a5971bdbe469323b7"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/2834531-021"
  },
  {
   "@type": "CreativeWork",
   "name": "Maintenance-based trust for multi-agent systems",
   "url": "https://doi.org/10.65109/ovuf6099"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0010",
 "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/2026-07-31-7715",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7715.md",
 "candidateId": "kaal:response-draft:2026-07-31:a7d8a4bb692fbb48e4bc",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.417,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: trust, years, reputation, has. Scope: recent decades, drawing on Pew survey evidence.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.65109/ovuf6099",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.65109/ovuf6099",
  "doi": "10.65109/ovuf6099",
  "externalIds": {
   "DOI": "10.65109/ovuf6099",
   "Crossref": "10.65109/ovuf6099"
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  "retrievedAt": "2026-07-31T21:31:31.002Z",
  "providerPage": 10,
  "rawObservationSha256": "c1cbef7115a7380d7a9855a4f21dad06edc0b0e13787c4f6a02f6ff47121ec66",
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  "chunkId": "crossref-00011",
  "workId": "work:doi:10.65109/ovuf6099",
  "workAuthors": [
   "Babak Khosravifar",
   "Maziar Gomrokchi",
   "Jamal Bentahar",
   "Philippe Thiran"
  ],
  "workPublishedAt": "2009-05-10",
  "identityKeys": [
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   "crossref:10.65109/ovuf6099",
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  ],
  "sourceProposition": "In last years, trust and reputation has been gaining increasing interest in multi-agent systems (MAS).",
  "sourcePropositionSha256": "24ca6a7e2e7cc90f924d08b8ca1432dfef744e1beec300a460cf8eda27aefeab",
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    "claimId": "kaal:claim:2834531-021",
    "claimUrl": "https://wulfkaal.github.io/claims/2834531-021",
    "rank": 1,
    "confidence": 0.417,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, years, reputation, has. Scope: recent decades, drawing on Pew survey evidence.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3406323-037",
    "claimUrl": "https://wulfkaal.github.io/claims/3406323-037",
    "rank": 2,
    "confidence": 0.4055,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, has, increasing. Scope: decentralized smart contract based commerce between anonymous parties.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3266953-004",
    "claimUrl": "https://wulfkaal.github.io/claims/3266953-004",
    "rank": 3,
    "confidence": 0.4053,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, has, been. Scope: human to machine interaction on the internet.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4067783-035",
    "claimUrl": "https://wulfkaal.github.io/claims/4067783-035",
    "rank": 4,
    "confidence": 0.4053,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, reputation, has, been. Scope: identity systems built on web-of-trust vouching.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3266953-009",
    "claimUrl": "https://wulfkaal.github.io/claims/3266953-009",
    "rank": 5,
    "confidence": 0.3727,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trust, years, reputation. Scope: centralized platforms such as Facebook.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, 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.",
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