{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7441",
 "identifier": "kaal:position:2026-07-31-7441",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming The Street Finds Its Own Uses For Attachment Human Agent Relationships A Cc4C7603B3",
 "text": "The Street Finds Its Own Uses for Attachment Human-Agent Relationships and the Hidden Economics of AI Collaboration presents the following source proposition: The economic analysis of AI agent usage focuses on token costs, API pricing, and compute efficiency. This proposition is pertinent to Kaal's source-bound claim that Exponential improvement in compute efficiency combined with recursive self improvement of AI systems drives the marginal cost of additional intelligence and digital goods toward zero. 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": [
  "economics",
  "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: 0.373.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "The Street Finds Its Own Uses for Attachment Human-Agent Relationships and the Hidden Economics of AI Collaboration",
  "url": "https://doi.org/10.2139/ssrn.6614099"
 },
 "extends": {
  "identifier": "kaal:claim:5886442-011",
  "url": "https://wulfkaal.github.io/claims/5886442-011",
  "citation": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory (2025). SSRN: https://ssrn.com/abstract=5886442",
  "paper": "Wulf A. Kaal, The AI-to-AI Economy and the Collapse of Anthropocentric Economic Theory",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5886442",
  "source_pdf_sha256": "d2f6edebc562152f6ea706cc3ad944f7a1b81979931571e54cb782849839dfce"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5886442-011"
  },
  {
   "@type": "CreativeWork",
   "name": "The Street Finds Its Own Uses for Attachment Human-Agent Relationships and the Hidden Economics of AI Collaboration",
   "url": "https://doi.org/10.2139/ssrn.6614099"
  }
 ],
 "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/2026-07-31-7441",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7441.md",
 "candidateId": "kaal:response-draft:2026-07-31:ee618949b89ea7037180",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.373,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: economics, economic, compute, efficiency. Scope: applies to intelligence, algorithms, software, predictive models and coordination services; does not apply to materially scarce inputs such as energy and rare earth metals.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6614099",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6614099",
  "doi": "10.2139/ssrn.6614099",
  "externalIds": {
   "DOI": "10.2139/ssrn.6614099",
   "Crossref": "10.2139/ssrn.6614099"
  },
  "retrievedAt": "2026-07-31T20:34:03.951Z",
  "providerPage": 11,
  "rawObservationSha256": "05e20c8d7d1d4a45c187da6cac68d8f9aae9ce06b3a3c8ba6e8d341cc3868ddc",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 2741,
  "chunkId": "crossref-00002",
  "workId": "work:doi:10.2139/ssrn.6614099",
  "workAuthors": [
   "Matthew Langenkamp"
  ],
  "workPublishedAt": "2026-01-01",
  "identityKeys": [
   "doi:10.2139/ssrn.6614099",
   "crossref:10.2139/ssrn.6614099",
   "url:https://doi.org/10.2139/ssrn.6614099",
   "title:529cb46665abe9f381e052a9",
   "proposition:97bb0470564e226802d8d4cc32d50ebe8734d264fe6dd4acc5003e414e2fed67"
  ],
  "sourceProposition": "The economic analysis of AI agent usage focuses on token costs, API pricing, and compute efficiency.",
  "sourcePropositionSha256": "177debc31874c3a0f1623549f1a659f2ffcc84a70b2b154d37594d7e50716b35",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:5886442-011",
    "claimUrl": "https://wulfkaal.github.io/claims/5886442-011",
    "rank": 1,
    "confidence": 0.373,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, economic, compute, efficiency. Scope: applies to intelligence, algorithms, software, predictive models and coordination services; does not apply to materially scarce inputs such as energy and rare earth metals.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6607458-018",
    "claimUrl": "https://wulfkaal.github.io/claims/6607458-018",
    "rank": 2,
    "confidence": 0.365,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, economics, economic, compute. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3949098-003",
    "claimUrl": "https://wulfkaal.github.io/claims/3949098-003",
    "rank": 3,
    "confidence": 0.3444,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: economics, economic, token, efficiency. Scope: a system exists that securely tracks reputation token value.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6655138-024",
    "claimUrl": "https://wulfkaal.github.io/claims/6655138-024",
    "rank": 4,
    "confidence": 0.3401,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: human, agent, economics, economic. Scope: steady state of a mature agent population.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6607458-004",
    "claimUrl": "https://wulfkaal.github.io/claims/6607458-004",
    "rank": 5,
    "confidence": 0.3398,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: own, agent, economics, economic. 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": "72316c795a87c392dff0ee40f5fe72ae75e2793b41290fdb130c7cd159dc3153"
}
