{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7738",
 "identifier": "kaal:position:2026-07-31-7738",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Agent Reasoning For Norm Compliance A Semantic Approach Be44De1584",
 "text": "Agent reasoning for norm compliance: a semantic approach presents the following source proposition: A system of autonomous agents may exhibit undesirable or ineffective behavior if no form of regulation is imposed. This proposition is pertinent to Kaal's source-bound claim that The issuer-buyer relationship and the incentives inside it are unlikely to be able to adequately control the principal-agent relationship between issuer and rating agency so as to ensure accurate ratings. The proposed response is a qualification: 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": "qualification",
 "keywords": [
  "compliance",
  "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: 0.4105.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Agent reasoning for norm compliance: a semantic approach",
  "url": "https://doi.org/10.65109/yjne9792"
 },
 "extends": {
  "identifier": "kaal:claim:1428387-024",
  "url": "https://wulfkaal.github.io/claims/1428387-024",
  "citation": "Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability (2009). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1428387",
  "paper": "Kaal, Hedge Fund Valuation Retailization, Regulation, and Investor Suitability",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2009",
  "ssrn": null,
  "source_pdf_sha256": "6aa3a280dc6750723be2389f3af2aabf3a16c4ce20e49fcdaddd7f2ea95a67aa"
 },
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  {
   "@id": "https://wulfkaal.github.io/claims/1428387-024"
  },
  {
   "@type": "CreativeWork",
   "name": "Agent reasoning for norm compliance: a semantic approach",
   "url": "https://doi.org/10.65109/yjne9792"
  }
 ],
 "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": {
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 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7738",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7738.md",
 "candidateId": "kaal:response-draft:2026-07-31:65473aafbe80920729e1",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4105,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: agent, compliance, agents, regulation. Scope: under the issuer-pays rating model for CDOs.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.65109/yjne9792",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.65109/yjne9792",
  "doi": "10.65109/yjne9792",
  "externalIds": {
   "DOI": "10.65109/yjne9792",
   "Crossref": "10.65109/yjne9792"
  },
  "retrievedAt": "2026-07-31T21:32:45.425Z",
  "providerPage": 13,
  "rawObservationSha256": "27fa64792b80eb7adf28b5bc178527071e29914fca66f125735554beab4f73d2",
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  "chunkId": "crossref-00015",
  "workId": "work:doi:10.65109/yjne9792",
  "workAuthors": [
   "M. Birna van Riemsdijk",
   "Louise A. Dennis",
   "Michael Fisher",
   "Koen V. Hindriks"
  ],
  "workPublishedAt": "2013-05-06",
  "identityKeys": [
   "doi:10.65109/yjne9792",
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  ],
  "sourceProposition": "A system of autonomous agents may exhibit undesirable or ineffective behavior if no form of regulation is imposed.",
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    "claimUrl": "https://wulfkaal.github.io/claims/1428387-024",
    "rank": 1,
    "confidence": 0.4105,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, compliance, agents, regulation. Scope: under the issuer-pays rating model for CDOs.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1806252-031",
    "claimUrl": "https://wulfkaal.github.io/claims/1806252-031",
    "rank": 2,
    "confidence": 0.4105,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, compliance, agents, regulation. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-018",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-018",
    "rank": 3,
    "confidence": 0.3885,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, compliance, autonomous. Scope: assumes agents operate on attested, federated or otherwise verifiable substrates.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2389416-038",
    "claimUrl": "https://wulfkaal.github.io/claims/2389416-038",
    "rank": 4,
    "confidence": 0.3793,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, regulation, imposed. Scope: evidence in the prior study described as non-robust.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2816408-031",
    "claimUrl": "https://wulfkaal.github.io/claims/2816408-031",
    "rank": 5,
    "confidence": 0.3793,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: compliance, regulation, imposed. Scope: prior survey and cost data in Kaal 2013a, 2015b, 2015c, 2016; evidence described as non-robust.",
    "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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}