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 "identifier": "kaal:position:2026-07-31-7159",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Profit Ranked Governance And The Innovation Commons An Agent Based Model 9544C093A7",
 "text": "Profit-Ranked Governance and the Innovation Commons: An Agent-Based Model of Patient-Capital Selection in AI-Adopting Sectors presents the following source proposition: However, asymmetric productivity gains from artificial intelligence (AI) adoption produce short-run profit advantages for short-horizon strategies, disrupting this balance. This proposition is pertinent to Kaal's source-bound claim that Well-capitalized centralized incumbents can outpace decentralized entrants in user acquisition by leveraging existing customer bases and brand recognition, so decentralized startups must show clear advantages in compensation, transparency, or data protection to win adoption. 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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 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
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  "decentralization",
  "innovation",
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  "crossref"
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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: 0.3987.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Profit-Ranked Governance and the Innovation Commons: An Agent-Based Model of Patient-Capital Selection in AI-Adopting Sectors",
  "url": "https://doi.org/10.2139/ssrn.6761600"
 },
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  "identifier": "kaal:claim:5095633-030",
  "url": "https://wulfkaal.github.io/claims/5095633-030",
  "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
  "paper": "Wulf A. Kaal, Artificial Intelligence The Final Frontier",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5095633",
  "source_pdf_sha256": "cbb484711f89bcefc9fc6a5730a1ed0a3f764d7999ad9b6f7d8ea05634c26c63"
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   "url": "https://doi.org/10.2139/ssrn.6761600"
  }
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 "recordTypeNote": "Dated commentary position extending a scholarly corpus claim. Not a verbatim claim extracted from the paper.",
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 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, adoption, advantages. Scope: competitive market with entrenched centralized providers.",
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  "workAuthors": [
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    "ambiguous": true
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, gains, artificial, intelligence. Scope: where compliance is implemented without counterbalancing privacy-preserving techniques.",
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    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, adoption. Scope: first mover law schools that make the financial investment; a threshold point of law firm adoption is reached.",
    "ambiguous": true
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    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, adoption. Scope: the 2010s wave of deep learning tools in legal practice.",
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    "whyRelevant": "Shared high-information concepts: governance, innovation, artificial, intelligence. Scope: review source claim scope.",
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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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