{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7109",
 "identifier": "kaal:position:2026-07-31-7109",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Federated Computing Information Integration Under Sovereignty Constraint 6B9Fcf4202",
 "text": "Federated computing: information integration under sovereignty constraints presents the following source proposition: Modern research and business organizations often require information integration from multiple sources, creating a fundamental tension between the need for collaboration and the obligation to maintain autonomy, data security and regulatory compliance. This proposition is pertinent to Kaal's source-bound claim that Each DAO in the dataset was given a score between zero and ten by the analyzing teams on each of six factors: Decentralization, Work to Earn, Attack Resistance, Regulatory Compliance, Governance, and Organizational Communication. 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": [
  "dao",
  "research-methods",
  "governance-design",
  "consensus-and-security",
  "compliance",
  "historical-response",
  "scholarly-literature",
  "semantic-scholar"
 ],
 "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: 0.3677.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Federated computing: information integration under sovereignty constraints",
  "url": "https://www.semanticscholar.org/paper/d3ebd727f64b06bcc59dbad2d43f7c33748a3a76"
 },
 "extends": {
  "identifier": "kaal:claim:4529715-002",
  "url": "https://wulfkaal.github.io/claims/4529715-002",
  "citation": "Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) – A Market Meta Analysis (2023). SSRN: https://ssrn.com/abstract=4529715",
  "paper": "Wulf A. Kaal, Josh Bykowski, Decentralized Autonomous Organizations (DAO) – A Market Meta Analysis",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2023",
  "ssrn": "https://ssrn.com/abstract=4529715",
  "source_pdf_sha256": "2d71961e8c449afbeaf45ca4f53de8a575d45c77d6960b767d3d1d0874f296b5"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4529715-002"
  },
  {
   "@type": "CreativeWork",
   "name": "Federated computing: information integration under sovereignty constraints",
   "url": "https://www.semanticscholar.org/paper/d3ebd727f64b06bcc59dbad2d43f7c33748a3a76"
  }
 ],
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7109",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7109.md",
 "candidateId": "kaal:response-draft:2026-07-31:7d9e6499aff7cf44f56e",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3677,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: research, organizations, between, security, regulatory, compliance. Scope: scores assigned by the analyzing teams.",
 "sourceProvenance": {
  "source": "semantic-scholar",
  "sourceRecordId": "d3ebd727f64b06bcc59dbad2d43f7c33748a3a76",
  "queryId": "concept:b78ed75f4a0b",
  "queryText": "decentralization governance",
  "canonicalUrl": "https://www.semanticscholar.org/paper/d3ebd727f64b06bcc59dbad2d43f7c33748a3a76",
  "doi": "10.1098/rsos.251318",
  "externalIds": {
   "DOI": "10.1098/rsos.251318",
   "CorpusId": 285572373,
   "SemanticScholar": "d3ebd727f64b06bcc59dbad2d43f7c33748a3a76"
  },
  "retrievedAt": "2026-07-31T13:59:07.126Z",
  "providerPage": 2,
  "rawObservationSha256": "7a6561a13f382934fbf339ea6615fb034fff3ee2a101416e27f263a5cd1b6fa9",
  "inputSnapshotSha256": "96a846999aefd65306457ebd7971f1abef182a04b39a927618f8460274d795ab",
  "inputLine": 12082,
  "chunkId": "semantic-scholar-00004",
  "workId": "work:doi:10.1098/rsos.251318",
  "workAuthors": [
   "Enzo Fenoglio",
   "P. Treleaven"
  ],
  "workPublishedAt": "2026-02-11",
  "identityKeys": [
   "doi:10.1098/rsos.251318",
   "semantic-scholar:d3ebd727f64b06bcc59dbad2d43f7c33748a3a76",
   "url:https://www.semanticscholar.org/paper/d3ebd727f64b06bcc59dbad2d43f7c33748a3a76",
   "title:252fb5bad95971e0c5840d55",
   "proposition:3e0ae3ab3d6eb0ca6998b6bac433697b4c97a73ecf32abeb228e89d6a5824d84"
  ],
  "sourceProposition": "Modern research and business organizations often require information integration from multiple sources, creating a fundamental tension between the need for collaboration and the obligation to maintain autonomy, data security and regulatory compliance.",
  "sourcePropositionSha256": "0b3d080eafd09c665763248d9a2875913b7602512527c9effc10268edc0a3634",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:4529715-002",
    "claimUrl": "https://wulfkaal.github.io/claims/4529715-002",
    "rank": 1,
    "confidence": 0.3677,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: research, organizations, between, security, regulatory, compliance. Scope: scores assigned by the analyzing teams.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5245185-002",
    "claimUrl": "https://wulfkaal.github.io/claims/5245185-002",
    "rank": 2,
    "confidence": 0.3451,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: federated, information, data, security, compliance. Scope: federated node architecture; sensitive transaction data.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1558614-031",
    "claimUrl": "https://wulfkaal.github.io/claims/1558614-031",
    "rank": 3,
    "confidence": 0.3218,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: under, constraints, business, compliance. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4855607-024",
    "claimUrl": "https://wulfkaal.github.io/claims/4855607-024",
    "rank": 4,
    "confidence": 0.3191,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: integration, need, regulatory, compliance. Scope: sectors where AI applications must rapidly adapt to new laws and ethical considerations.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5886442-018",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-018",
    "rank": 5,
    "confidence": 0.3187,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: federated, information, security, compliance. Scope: assumes agents operate on attested, federated or otherwise verifiable substrates.",
    "ambiguous": true
   }
  ]
 },
 "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.",
 "sha256": "dd04b383334019e326768a65c7f6ffa2870cf4dac355b7fb9ed850a41ef41cf6"
}