{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7157",
 "identifier": "kaal:position:2026-07-31-7157",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming From Frameworks To Filings The Case For A Standard Disclosure Layer In A 4Dbda67341",
 "text": "From Frameworks to Filings: The Case for a Standard Disclosure Layer in AI Agent Governance presents the following source proposition: What has not emerged is a disclosure layer: a standard format in which an organization states which controls it operates, at which maturity tier, supported by what evidence. This proposition is pertinent to Kaal's source-bound claim that The U.S. approach left both of its risk controls ineffective: the securities disclosure regime failed to prevent the 2008 financial crisis, while the expansive business judgment rule that permitted the risk taking in the first place survived the crisis unchanged. The proposed response is an agreement: 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": "agreement",
 "keywords": [
  "disclosure",
  "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: 0.3735.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "From Frameworks to Filings: The Case for a Standard Disclosure Layer in AI Agent Governance",
  "url": "https://doi.org/10.2139/ssrn.6935198"
 },
 "extends": {
  "identifier": "kaal:claim:1558614-034",
  "url": "https://wulfkaal.github.io/claims/1558614-034",
  "citation": "Painter and Kaal, Initial Reflections on an Evolving Standard Constraints on Risk Taking by Directors and Officers in (2010). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=1558614",
  "paper": "Painter and Kaal, Initial Reflections on an Evolving Standard Constraints on Risk Taking by Directors and Officers in",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2010",
  "ssrn": null,
  "source_pdf_sha256": "e898211630f4116879329d6de8397523dca5b066864147421aa5cbc7429dc83b"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/1558614-034"
  },
  {
   "@type": "CreativeWork",
   "name": "From Frameworks to Filings: The Case for a Standard Disclosure Layer in AI Agent Governance",
   "url": "https://doi.org/10.2139/ssrn.6935198"
  }
 ],
 "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/2026-07-31-7157",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7157.md",
 "candidateId": "kaal:response-draft:2026-07-31:c6352eb5f77641521067",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3735,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: standard, disclosure, has, controls. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6935198",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6935198",
  "doi": "10.2139/ssrn.6935198",
  "externalIds": {
   "DOI": "10.2139/ssrn.6935198",
   "Crossref": "10.2139/ssrn.6935198"
  },
  "retrievedAt": "2026-07-31T20:33:40.714Z",
  "providerPage": 1,
  "rawObservationSha256": "7e574a96413eecfbeb0d1f3ba0fc0398e13facce18c9aaa2814405f86b89bc1a",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 21,
  "chunkId": "crossref-00001",
  "workId": "work:doi:10.2139/ssrn.6935198",
  "workAuthors": [
   "Brendan Sibeth"
  ],
  "workPublishedAt": "2026-01-01",
  "identityKeys": [
   "doi:10.2139/ssrn.6935198",
   "crossref:10.2139/ssrn.6935198",
   "url:https://doi.org/10.2139/ssrn.6935198",
   "title:2f178550107e28560e1f003b",
   "proposition:021b52379beda7e242ecfabb3b3bf21f8b2651f477dd3f1522dade5fb408b090"
  ],
  "sourceProposition": "What has not emerged is a disclosure layer: a standard format in which an organization states which controls it operates, at which maturity tier, supported by what evidence.",
  "sourcePropositionSha256": "5ad36081c8eb73203a25e622f546b9a1c0fa9a4098e0dbcffda3642ebfa82275",
  "sourcePropositionIndex": 2,
  "claimMappings": [
   {
    "claimId": "kaal:claim:1558614-034",
    "claimUrl": "https://wulfkaal.github.io/claims/1558614-034",
    "rank": 1,
    "confidence": 0.3735,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: standard, disclosure, has, controls. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1558614-039",
    "claimUrl": "https://wulfkaal.github.io/claims/1558614-039",
    "rank": 2,
    "confidence": 0.3732,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: standard, disclosure, governance, not, states. Scope: risk of a kind that federal securities law requires to be disclosed.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2811718-003",
    "claimUrl": "https://wulfkaal.github.io/claims/2811718-003",
    "rank": 3,
    "confidence": 0.3723,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: standard, disclosure, controls, evidence. Scope: pre financial crisis practice; template based questionnaires edited by the manager.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2811718-010",
    "claimUrl": "https://wulfkaal.github.io/claims/2811718-010",
    "rank": 4,
    "confidence": 0.3619,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: filings, disclosure, has, evidence. Scope: SEC Form ADV Part II brochure filings; 2007 to 2014.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1908473-011",
    "claimUrl": "https://wulfkaal.github.io/claims/1908473-011",
    "rank": 5,
    "confidence": 0.3541,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: disclosure, agent, governance, has, not. Scope: Assumes information asymmetries and principal agent problems were central causes of the crisis.",
    "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": "0351cd48d90a7a8c8d7b0bf4f92d0b67cfbe4247582a9da50c2aa1abe18108fe"
}