{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7287",
 "identifier": "kaal:position:2026-07-31-7287",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai And Governance Criss Crossing The Innovation Valley 2Ca4D0A95A",
 "text": "AI and Governance: Criss-crossing the Innovation Valley presents the following source proposition: The discussion highlights how innovation extends beyond economic motives, with the public sector playing a significant role in fostering societal advancement. This proposition is pertinent to Kaal's source-bound claim that Because venture capitalists typically want to cash out their gains five to ten years after the initial investment, they play an active role in directing portfolio companies toward a merger, acquisition, or public offering, which can carry significant downsides for those companies and their products. 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": [
  "risk-and-incentives",
  "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: 0.3521.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI and Governance: Criss-crossing the Innovation Valley",
  "url": "https://doi.org/10.2174/9798898813697126010004"
 },
 "extends": {
  "identifier": "kaal:claim:3962614-011",
  "url": "https://wulfkaal.github.io/claims/3962614-011",
  "citation": "Wulf A. Kaal, REPUTATION AS CAPITAL – How Decentralized Autonomous Organizations Address Shortcomings in the Ventu (2021). SSRN: https://ssrn.com/abstract=3962614",
  "paper": "Wulf A. Kaal, REPUTATION AS CAPITAL – How Decentralized Autonomous Organizations Address Shortcomings in the Ventu",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2021",
  "ssrn": "https://ssrn.com/abstract=3962614",
  "source_pdf_sha256": "c6e202e77fd08db801f932774026458b94e5d103abf30cb1189fe6a1c5edf391"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3962614-011"
  },
  {
   "@type": "CreativeWork",
   "name": "AI and Governance: Criss-crossing the Innovation Valley",
   "url": "https://doi.org/10.2174/9798898813697126010004"
  }
 ],
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7287",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7287.md",
 "candidateId": "kaal:response-draft:2026-07-31:5b1738abf4fefdbbeb5a",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3521,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, public, significant, role. Scope: VC backed portfolio companies approaching the exit window.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2174/9798898813697126010004",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2174/9798898813697126010004",
  "doi": "10.2174/9798898813697126010004",
  "externalIds": {
   "DOI": "10.2174/9798898813697126010004",
   "Crossref": "10.2174/9798898813697126010004"
  },
  "retrievedAt": "2026-07-31T20:34:01.741Z",
  "providerPage": 6,
  "rawObservationSha256": "802731fbd65c0352ddac9535dd8620012922fcdc7af70074c768f06ef0fbee27",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 1340,
  "chunkId": "crossref-00006",
  "workId": "work:doi:10.2174/9798898813697126010004",
  "workAuthors": [
   "Rior Santos"
  ],
  "workPublishedAt": "2026-01-26",
  "identityKeys": [
   "doi:10.2174/9798898813697126010004",
   "crossref:10.2174/9798898813697126010004",
   "url:https://doi.org/10.2174/9798898813697126010004",
   "title:aa5ba11729c1f8e663308a12",
   "proposition:d065d186aff7d1237c3d8df4e599de0651933132ce80339e1f2a22a6f31be81d"
  ],
  "sourceProposition": "The discussion highlights how innovation extends beyond economic motives, with the public sector playing a significant role in fostering societal advancement.",
  "sourcePropositionSha256": "5a02d7fffd75be6e98aac17f207eb982361b8358c28918995c28295aeef42b92",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3962614-011",
    "claimUrl": "https://wulfkaal.github.io/claims/3962614-011",
    "rank": 1,
    "confidence": 0.3521,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, public, significant, role. Scope: VC backed portfolio companies approaching the exit window.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-006",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-006",
    "rank": 2,
    "confidence": 0.3097,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, valley. Scope: venture capital markets with young and inexperienced entrepreneurs; Silicon Valley from the early 1970s.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2273857-025",
    "claimUrl": "https://wulfkaal.github.io/claims/2273857-025",
    "rank": 3,
    "confidence": 0.3065,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, advancement. Scope: historical pattern of banking crises.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3962614-010",
    "claimUrl": "https://wulfkaal.github.io/claims/3962614-010",
    "rank": 4,
    "confidence": 0.2943,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, innovation, significant. Scope: post investment stage of a VC financing.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2808132-040",
    "claimUrl": "https://wulfkaal.github.io/claims/2808132-040",
    "rank": 5,
    "confidence": 0.2904,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, sector. Scope: granular rather than aggregate examination of the venture capital data; areas of increasingly disruptive innovation.",
    "ambiguous": true
   }
  ]
 },
 "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.",
 "sha256": "e36830bf9fa7ca6db9f5ece0e512080808c7d4ea05eb3394cb4d6044aa847dde"
}