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 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7059",
 "identifier": "kaal:position:2026-07-31-7059",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Enhancing Responsible Agi Development Integrating Human In The Loop Appr F88269Cc6D",
 "text": "Enhancing Responsible AGI Development: Integrating Human-in-the-loop Approaches with Blockchain-based Smart Contracts presents the following source proposition: The progression towards Artificial General Intelligence (AGI) presents unprecedented opportunities and risks, necessitating robust, adaptable oversight mechanisms. This proposition is pertinent to Kaal's source-bound claim that Because smart contracts are coded for computer programming rather than for a human observer, courts may not be able to hypothesize a reasonable human's interpretation of a given smart contract. 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",
 "keywords": [
  "law-and-legal-systems",
  "smart-contracts",
  "historical-response",
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  "semantic-scholar"
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  "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: 0.3749.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Enhancing Responsible AGI Development: Integrating Human-in-the-loop Approaches with Blockchain-based Smart Contracts",
  "url": "https://www.semanticscholar.org/paper/ad36c1aac84f998ef91867d5bf5cd86e34aed658"
 },
 "extends": {
  "identifier": "kaal:claim:2992962-017",
  "url": "https://wulfkaal.github.io/claims/2992962-017",
  "citation": "Wulf A. Kaal, Craig Calcaterra, Crypto Transaction Dispute Resolution (2017). SSRN: https://ssrn.com/abstract=2992962",
  "paper": "Wulf A. Kaal, Craig Calcaterra, Crypto Transaction Dispute Resolution",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2992962",
  "source_pdf_sha256": "80b92e67594394e38af41b769327936833de8e25d6cf3def966a6ba13bc83d17"
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   "@id": "https://wulfkaal.github.io/claims/2992962-017"
  },
  {
   "@type": "CreativeWork",
   "name": "Enhancing Responsible AGI Development: Integrating Human-in-the-loop Approaches with Blockchain-based Smart Contracts",
   "url": "https://www.semanticscholar.org/paper/ad36c1aac84f998ef91867d5bf5cd86e34aed658"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0007",
 "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",
 "mappingConfidence": 0.3749,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: human, smart, contracts, artificial, intelligence. Scope: contract interpretation disputes over coded smart contracts.",
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  "sourceRecordId": "ad36c1aac84f998ef91867d5bf5cd86e34aed658",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/ad36c1aac84f998ef91867d5bf5cd86e34aed658",
  "doi": "10.9734/jamcs/2024/v39i91924",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: human, smart, contracts, artificial, intelligence. Scope: contract interpretation disputes over coded smart contracts.",
    "ambiguous": true
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    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, smart, contracts, artificial, intelligence. Scope: review source claim scope.",
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    "whyRelevant": "Shared high-information concepts: enhancing, human, smart, contracts. Scope: review source claim scope.",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: enhancing, human, blockchain, risks. Scope: applies where common good objectives require coordinating many individuals.",
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0007, SHA-256 bf2213ee9446b647b40daf2de1dd804cd8b36c263bf153c654dd31f4a135b831, as written and authorize publication of all 154 response claims on my canonical property, preserving their evidence levels, ambiguity labels, provenance, and the unchanged 5,033 scholarly claims.",
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}