{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-5856",
 "identifier": "kaal:position:2026-07-31-5856",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Deepseek The Future Of Ai Powered Innovation D5684Fdb6F",
 "text": "DEEPSEEK: The Future of AI-Powered Innovation presents the following source proposition: DeepSeek represents a paradigm shift in artificial intelligence, combining multimodal capabilities with unprecedented 128K-token context retention and adaptive learning. This proposition is pertinent to Kaal's source-bound claim that Private fund advisers' increasing use of blockchain technology, artificial intelligence, and big data is a distinct source of downward pressure on the traditional 2/20 fee structure that commentators have not examined. 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": [
  "blockchain",
  "private-funds",
  "innovation",
  "historical-response",
  "scholarly-literature",
  "openalex"
 ],
 "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: 0.3673.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "DEEPSEEK: The Future of AI-Powered Innovation",
  "url": "https://doi.org/10.36227/techrxiv.174494780.01193312/v1"
 },
 "extends": {
  "identifier": "kaal:claim:2959730-001",
  "url": "https://wulfkaal.github.io/claims/2959730-001",
  "citation": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds (2017). SSRN: https://ssrn.com/abstract=2959730",
  "paper": "Wulf A. Kaal, Blockchain Applications and Fee Structure Developments in Private Investment Funds",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2017",
  "ssrn": "https://ssrn.com/abstract=2959730",
  "source_pdf_sha256": "ebd86972d8817b0c1c80326ae5564476983cedba3f258ff3b2610f156b93fb50"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2959730-001"
  },
  {
   "@type": "CreativeWork",
   "name": "DEEPSEEK: The Future of AI-Powered Innovation",
   "url": "https://doi.org/10.36227/techrxiv.174494780.01193312/v1"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0002",
 "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/2026-07-31-5856",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-5856.md",
 "candidateId": "kaal:response-draft:2026-07-31:0f0bc8871887d300f055",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3673,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, big, data. Scope: private investment fund industry; period of roughly 2007 to 2017.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4409588470",
  "queryId": "concept:d5ac73026e57",
  "queryText": "DAO governance",
  "canonicalUrl": "https://doi.org/10.36227/techrxiv.174494780.01193312/v1",
  "doi": "10.36227/techrxiv.174494780.01193312/v1",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4409588470",
   "DOI": "10.36227/techrxiv.174494780.01193312/v1"
  },
  "retrievedAt": "2026-07-31T17:52:03.617Z",
  "providerPage": 3,
  "rawObservationSha256": "39c9410bcbb3bdc69472b2e011f4c5c81cea09c7fe5eb71222fabac635293913",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 7215,
  "chunkId": "openalex-00029",
  "workId": "work:doi:10.36227/techrxiv.174494780.01193312/v1",
  "workAuthors": [
   "Suraj Ravidas",
   "Sukrith Lal P S",
   "Sukrith Lal P S"
  ],
  "workPublishedAt": "2025-04-17",
  "identityKeys": [
   "doi:10.36227/techrxiv.174494780.01193312/v1",
   "openalex:https://openalex.org/w4409588470",
   "url:https://doi.org/10.36227/techrxiv.174494780.01193312/v1",
   "title:c2c9482c8f154b562e0ed414",
   "proposition:50f63afb1c01ec8222c1055e91c2203685b821ecf3cfe1eacc0e7315c775f592"
  ],
  "sourceProposition": "DeepSeek represents a paradigm shift in artificial intelligence, combining multimodal capabilities with unprecedented 128K-token context retention and adaptive learning.",
  "sourcePropositionSha256": "a47f8ddef0f4a83ac107e4d3d678a099f2b79e04ff17e2ac4789a3560dc70012",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:2959730-001",
    "claimUrl": "https://wulfkaal.github.io/claims/2959730-001",
    "rank": 1,
    "confidence": 0.3673,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, big, data. Scope: private investment fund industry; period of roughly 2007 to 2017.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5541658-004",
    "claimUrl": "https://wulfkaal.github.io/claims/5541658-004",
    "rank": 2,
    "confidence": 0.3591,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, learning, data. Scope: the 2010s wave of deep learning tools in legal practice.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2939127-004",
    "claimUrl": "https://wulfkaal.github.io/claims/2939127-004",
    "rank": 3,
    "confidence": 0.3358,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, learning. Scope: first mover law schools that make the financial investment; a threshold point of law firm adoption is reached.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:2922176-034",
    "claimUrl": "https://wulfkaal.github.io/claims/2922176-034",
    "rank": 4,
    "confidence": 0.329,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: future, innovation, artificial, intelligence. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-016",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-016",
    "rank": 5,
    "confidence": 0.3238,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: innovation, artificial, intelligence, data. Scope: where compliance is implemented without counterbalancing privacy-preserving techniques.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0002, SHA-256 86e0dda588610d89ed45ad08f4697601b5577f6e761e0bd9a9aef701c9c9deee, 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": "4ca42430c80cf34b59f173de128537fdf6e51f664eba5d48f56ad8ca09fac4c8"
}