{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-6396",
 "identifier": "kaal:position:2026-07-31-6396",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ai And Blockchain Transforming Digital Transactions 107Ef931F1",
 "text": "AI and Blockchain: Transforming Digital Transactions presents the following source proposition: In the digital age of today, keeping transactions safe and effective has become increasingly important. This proposition is pertinent to Kaal's source-bound claim that Because blockchain network nodes verify, validate and audit transactions both before and after execution, the model is safer than a traditional one in which transactions can only be accomplished through third party intermediaries such as a bank, judiciary or notary. 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",
  "consensus-and-security",
  "decentralization",
  "reputation",
  "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: 0.4227.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AI and Blockchain: Transforming Digital Transactions",
  "url": "https://doi.org/10.48175/ijarsct-17669"
 },
 "extends": {
  "identifier": "kaal:claim:3227967-018",
  "url": "https://wulfkaal.github.io/claims/3227967-018",
  "citation": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters (2018). SSRN: https://ssrn.com/abstract=3227967",
  "paper": "Mark Fenwick, Wulf A. Kaal, Erik P.M. Vermeulen, Legal Education in a Digital Age Why 'Coding for Lawyers' Matters",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2018",
  "ssrn": "https://ssrn.com/abstract=3227967",
  "source_pdf_sha256": "f6e13b956f864ab32ec3305d095a35a127770327d75b3688f785cefc437d369f"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3227967-018"
  },
  {
   "@type": "CreativeWork",
   "name": "AI and Blockchain: Transforming Digital Transactions",
   "url": "https://doi.org/10.48175/ijarsct-17669"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0004",
 "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/2026-07-31-6396",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-6396.md",
 "candidateId": "kaal:response-draft:2026-07-31:12f80ea21d73141a74d4",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4227,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: blockchain, digital, transactions, age, security. Scope: peer to peer networks using a distributed consensus model.",
 "sourceProvenance": {
  "source": "openalex",
  "sourceRecordId": "https://openalex.org/W4395482015",
  "queryId": "concept:ee778ad15ea3",
  "queryText": "decentralized autonomous organization",
  "canonicalUrl": "https://doi.org/10.48175/ijarsct-17669",
  "doi": "10.48175/ijarsct-17669",
  "externalIds": {
   "OpenAlex": "https://openalex.org/W4395482015",
   "DOI": "10.48175/ijarsct-17669"
  },
  "retrievedAt": "2026-07-31T17:52:19.064Z",
  "providerPage": 18,
  "rawObservationSha256": "2b69e0bbad0194960a6426cf6707015caf2743157eb48c89ff7b7e5d8c964c12",
  "inputSnapshotSha256": "bdb2cd83e925a3abd26bab9a4375d1355c1d8fbab8736869dc7845f3ba159924",
  "inputLine": 11003,
  "chunkId": "openalex-00005",
  "workId": "work:doi:10.48175/ijarsct-17669",
  "workAuthors": [
   "Renu Narwal",
   "Aayush Gupta",
   "Abhigyan Gupta",
   "Aryan Kukreja"
  ],
  "workPublishedAt": "2024-04-25",
  "identityKeys": [
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   "openalex:https://openalex.org/w4395482015",
   "url:https://doi.org/10.48175/ijarsct-17669",
   "title:da5624d3c8816b7a4500c990",
   "proposition:e840b829b48456a4f5e08614b1fe24c61c1b5ba65e86d60dec3671caee48d2b5"
  ],
  "sourceProposition": "In the digital age of today, keeping transactions safe and effective has become increasingly important.",
  "sourcePropositionSha256": "664546d8697c81be865b885405bf823239cd37c29f5297cea1edf10e3387bd48",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3227967-018",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-018",
    "rank": 1,
    "confidence": 0.4227,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, digital, transactions, age, security. Scope: peer to peer networks using a distributed consensus model.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-032",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-032",
    "rank": 2,
    "confidence": 0.4132,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, digital, age, has, security. Scope: proof of work blockchains as of 2018.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-033",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-033",
    "rank": 3,
    "confidence": 0.4132,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, digital, age, has, security. Scope: anonymous and autonomous blockchain organizations.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-021",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-021",
    "rank": 4,
    "confidence": 0.4121,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, digital, age, computer. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3227967-023",
    "claimUrl": "https://wulfkaal.github.io/claims/3227967-023",
    "rank": 5,
    "confidence": 0.4121,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: blockchain, digital, age, computer. Scope: DAOs built on public platforms, in most cases Ethereum.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0004, SHA-256 76656a95748a5e70056673ed7e170eaf52eb7b843129dad96311bc6e84b0ce9f, 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": "a7a384f9cf9b180ec2c9e08ca2449ad8fb69b6eaa95b1077ec508f749bcbca52"
}