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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7178",
 "identifier": "kaal:position:2026-07-31-7178",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Reimagining Corporate Governance In The Ai Era Law Legitimacy And Algori Dae7Cf5835",
 "text": "Reimagining corporate governance in the AI era: Law, legitimacy and algorithmic power presents the following source proposition: Rather than offering definitive solutions, the paper identifies critical questions that corporate law must confront as automated and semi-automated corporations become an established reality. This proposition is pertinent to Kaal's source-bound claim that Increased liability is no panacea and cannot alone adequately address the central shortcomings of the duty of oversight and of corporate governance in the United States, because heightened liability does not give part-time outside directors the capacity to monitor complex corporations. 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"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
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  "corporate-governance",
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  "crossref"
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 "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: 0.3734.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Reimagining corporate governance in the AI era: Law, legitimacy and algorithmic power",
  "url": "https://doi.org/10.1017/cfl.2026.10051"
 },
 "extends": {
  "identifier": "kaal:claim:kaal-2013-acomparativeperspectiveo-022",
  "url": "https://wulfkaal.github.io/claims/kaal-2013-acomparativeperspectiveo-022",
  "citation": "Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax (2013)",
  "paper": "Kaal, A Comparative Perspective on the Limitations of the Duty of Oversight – A Comment on Lisa Fairfax",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2013",
  "ssrn": null,
  "source_pdf_sha256": "ac5c955fe01209c54c78c4575c0b8bf570e5f1259c3f855510697cf51a32e59a"
 },
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   "@id": "https://wulfkaal.github.io/claims/kaal-2013-acomparativeperspectiveo-022"
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   "name": "Reimagining corporate governance in the AI era: Law, legitimacy and algorithmic power",
   "url": "https://doi.org/10.1017/cfl.2026.10051"
  }
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 "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.",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: corporate, governance, law, identifies, corporations. Scope: large and increasingly complex corporations; directors serving part time as outsiders.",
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  "source": "crossref",
  "sourceRecordId": "10.1017/cfl.2026.10051",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1017/cfl.2026.10051",
  "doi": "10.1017/cfl.2026.10051",
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  "workId": "work:doi:10.1017/cfl.2026.10051",
  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, governance, law, identifies, corporations. Scope: large and increasingly complex corporations; directors serving part time as outsiders.",
    "ambiguous": true
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   {
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    "whyRelevant": "Shared high-information concepts: corporate, governance, power, corporations. Scope: closely held corporations.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, governance, law, offering. Scope: fiduciary duty claims against private fund advisers.",
    "ambiguous": true
   },
   {
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    "confidence": 0.3164,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, governance, rather, offering. Scope: listed companies adopting LER; shareholders who would otherwise sell to realize gains or meet liquidity needs.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3373393-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3373393-035",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: corporate, governance, solutions, become. Scope: DAO structures with few or no supervisors.",
    "ambiguous": true
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 "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.",
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