{
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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7619",
 "identifier": "kaal:position:2026-07-31-7619",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ethical Frameworks For Ai Driven Medical Innovations Bb4A8Cf2D6",
 "text": "Ethical Frameworks for AI-Driven Medical Innovations presents the following source proposition: Western research emphasizes algorithmic fairness, while Eastern work focuses on ethical governance. This proposition is pertinent to Kaal's source-bound claim that Allowing jurisdictions to tailor smart contract requirements to local statutory frameworks while adhering to a baseline of ethical principles preserves the innovative potential of blockchain by avoiding the homogenizing effects of harmonized legal standards. 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",
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  "law-and-legal-systems",
  "governance-design",
  "innovation",
  "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: 0.4032.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Ethical Frameworks for AI-Driven Medical Innovations",
  "url": "https://doi.org/10.4018/979-8-2600-2238-2.ch009"
 },
 "extends": {
  "identifier": "kaal:claim:5554218-036",
  "url": "https://wulfkaal.github.io/claims/5554218-036",
  "citation": "Furrer Andreas, Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era (2025). SSRN: https://ssrn.com/abstract=5554218",
  "paper": "Furrer Andreas, Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5554218",
  "source_pdf_sha256": "55738b4035a91b70aa2ddaa127552fe4b373ec641afee2719fbdcabebdcbea44"
 },
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  },
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   "@type": "CreativeWork",
   "name": "Ethical Frameworks for AI-Driven Medical Innovations",
   "url": "https://doi.org/10.4018/979-8-2600-2238-2.ch009"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0009",
 "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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 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7619",
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 "candidateId": "kaal:response-draft:2026-07-31:cc94854cc26e5c94e851",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4032,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: ethical, frameworks, while, governance. Scope: hybrid governance combining a universal ethical baseline with localized adaptation.",
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  "sourceRecordId": "10.4018/979-8-2600-2238-2.ch009",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
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  "doi": "10.4018/979-8-2600-2238-2.ch009",
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  "providerPage": 18,
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  "workId": "work:doi:10.4018/979-8-2600-2238-2.ch009",
  "workAuthors": [
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    "claimUrl": "https://wulfkaal.github.io/claims/5554218-036",
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    "confidence": 0.4032,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: ethical, frameworks, while, governance. Scope: hybrid governance combining a universal ethical baseline with localized adaptation.",
    "ambiguous": true
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   {
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    "rank": 2,
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: driven, innovations, governance. Scope: S&P 500 companies, 2012 to 2016 revenue growth data.",
    "ambiguous": true
   },
   {
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovations, while. Scope: law firms and in-house legal departments as of 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6192998-003",
    "claimUrl": "https://wulfkaal.github.io/claims/6192998-003",
    "rank": 4,
    "confidence": 0.2937,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: frameworks, governance. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-013",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-013",
    "rank": 5,
    "confidence": 0.2835,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: driven, governance. Scope: jurisdictions that have adopted stewardship codes.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0009, SHA-256 b79e655db33b69d4e6de8a205792c1e02d068eea4880d69cd6faeb884041abdf, 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": "b3e31c1ac7bb45c69c16f13e21ddbdd8c74976ff9677e291c04125c5d8b03065"
}