{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7499",
 "identifier": "kaal:position:2026-07-31-7499",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai Powered Business Innovation Strategies Governance And Sustainability 538977249A",
 "text": "AI-Powered Business Innovation Strategies, Governance and Sustainability presents the following source proposition: The book is dedicated to current issues in business innovation strategies towards a sustainable future. This proposition is pertinent to Kaal's source-bound claim that Feedback effects from venture capitalists' finance allocations toward innovative products give rulemakers timely, decentralized, industry-specific and entity-specific information that allows them to adapt rules in anticipation of regulatory issues. 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",
 "keywords": [
  "dynamic-regulation",
  "institutional-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: 0.4.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI-Powered Business Innovation Strategies, Governance and Sustainability",
  "url": "https://doi.org/10.1108/978-1-83708-464-7"
 },
 "extends": {
  "identifier": "kaal:claim:2808132-044",
  "url": "https://wulfkaal.github.io/claims/2808132-044",
  "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132",
  "paper": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2808132",
  "source_pdf_sha256": "3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2808132-044"
  },
  {
   "@type": "CreativeWork",
   "name": "AI-Powered Business Innovation Strategies, Governance and Sustainability",
   "url": "https://doi.org/10.1108/978-1-83708-464-7"
  }
 ],
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7499",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7499.md",
 "candidateId": "kaal:response-draft:2026-07-31:f29f2f03713b143d7c0e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, issues, towards. Scope: industries associated with the highest levels of disruptive innovation; regulators able to access and analyze venture capital investment data.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.1108/978-1-83708-464-7",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.1108/978-1-83708-464-7",
  "doi": "10.1108/978-1-83708-464-7",
  "externalIds": {
   "DOI": "10.1108/978-1-83708-464-7",
   "Crossref": "10.1108/978-1-83708-464-7"
  },
  "retrievedAt": "2026-07-31T20:34:05.075Z",
  "providerPage": 14,
  "rawObservationSha256": "519a0de9d6586618ec06715513231302b8096a7473b29c867d3cf579d44f4e1b",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 3253,
  "chunkId": "crossref-00004",
  "workId": "work:doi:10.1108/978-1-83708-464-7",
  "workAuthors": [],
  "workPublishedAt": "2026-04-27",
  "identityKeys": [
   "doi:10.1108/978-1-83708-464-7",
   "crossref:10.1108/978-1-83708-464-7",
   "url:https://doi.org/10.1108/978-1-83708-464-7",
   "title:44a1044a6b74663d22cd5c67",
   "proposition:6b3b631695a59ebeab000449e030b84ec2186341c056d7441b1111eed0dd18ba"
  ],
  "sourceProposition": "The book is dedicated to current issues in business innovation strategies towards a sustainable future.",
  "sourcePropositionSha256": "470cf161d815460669836ed922004195dc791a02d6996e214cb5ebf85e993f14",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2808132-044",
    "claimUrl": "https://wulfkaal.github.io/claims/2808132-044",
    "rank": 1,
    "confidence": 0.4,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, issues, towards. Scope: industries associated with the highest levels of disruptive innovation; regulators able to access and analyze venture capital investment data.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-013",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-013",
    "rank": 2,
    "confidence": 0.3794,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, governance, sustainable. Scope: jurisdictions that have adopted stewardship codes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2808132-027",
    "claimUrl": "https://wulfkaal.github.io/claims/2808132-027",
    "rank": 3,
    "confidence": 0.3691,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, current, future. Scope: existing regulatory framework relying on ex post rule revision; accelerating pace of innovation.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2808132-003",
    "claimUrl": "https://wulfkaal.github.io/claims/2808132-003",
    "rank": 4,
    "confidence": 0.365,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, issues, future. Scope: exponential rather than incremental innovation; traditional information-dependent rulemaking processes.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 5,
    "confidence": 0.3434,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, governance, future. Scope: review source claim scope.",
    "ambiguous": true
   }
  ]
 },
 "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": "313b6c549ba26c064c294a08197f411616027f2924b6094d182312fde3ff44bb"
}