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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7708",
 "identifier": "kaal:position:2026-07-31-7708",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Agent Composition Synthesis Based On Atl D37486Ac1D",
 "text": "Agent composition synthesis based on ATL presents the following source proposition: Agent composition has its roots in certain forms of service composition advocated for SOA, and it has been recently actively studied by AI and Agents community. This proposition is pertinent to Kaal's source-bound claim that The interaction between transformer models and the web3 community forms an evolutionary feedback loop in which community input shapes model development and the improved models return better service to the community, which is what sustains participation. 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": [
  "institutional-design",
  "ai-and-agents",
  "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: 0.3586.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Agent composition synthesis based on ATL",
  "url": "https://doi.org/10.65109/nupv2035"
 },
 "extends": {
  "identifier": "kaal:claim:4855607-028",
  "url": "https://wulfkaal.github.io/claims/4855607-028",
  "citation": "Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance (2024). SSRN: https://ssrn.com/abstract=4855607",
  "paper": "Wulf A. Kaal, How AI Models are Optimized Through Web3 Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4855607",
  "source_pdf_sha256": "eb0b3e62374b45a8fa888c6bde9725e606bcb46cf4b5e74a6e851d9f25099113"
 },
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   "@id": "https://wulfkaal.github.io/claims/4855607-028"
  },
  {
   "@type": "CreativeWork",
   "name": "Agent composition synthesis based on ATL",
   "url": "https://doi.org/10.65109/nupv2035"
  }
 ],
 "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.",
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7708",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7708.md",
 "candidateId": "kaal:response-draft:2026-07-31:40e3cfd801632e0ae084",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3586,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: forms, service, agents, community. Scope: communities that both govern and consume the model they govern.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.65109/nupv2035",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.65109/nupv2035",
  "doi": "10.65109/nupv2035",
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   "Crossref": "10.65109/nupv2035"
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  "workId": "work:doi:10.65109/nupv2035",
  "workAuthors": [
   "Giuseppe De Giacomo",
   "Paolo Felli"
  ],
  "workPublishedAt": "2010-05-10",
  "identityKeys": [
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    "claimUrl": "https://wulfkaal.github.io/claims/4855607-028",
    "rank": 1,
    "confidence": 0.3586,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: forms, service, agents, community. Scope: communities that both govern and consume the model they govern.",
    "ambiguous": true
   },
   {
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    "rank": 2,
    "confidence": 0.3327,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: advocated, agents, community. Scope: during the development phase of AI technologies; within Web3 governance frameworks.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/4685567-040",
    "rank": 3,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: forms, agents, community. Scope: dynamic community based governance system as described.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/5886442-032",
    "rank": 4,
    "confidence": 0.3086,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, forms, agents. Scope: arises where agent platforms are controlled by intermediaries rather than by users.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/4685567-025",
    "rank": 5,
    "confidence": 0.2916,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: has, agents, community. Scope: reputation tokens are non fungible and chain agnostic.",
    "ambiguous": true
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 "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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