{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7694",
 "identifier": "kaal:position:2026-07-31-7694",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Trading Agent Competition With Autonomous Economic Agents 9E01D304De",
 "text": "Trading Agent Competition with Autonomous Economic Agents presents the following source proposition: Agents then trade these assets with each other to increase their respective utilities. This proposition is pertinent to Kaal's source-bound claim that The real barrier to multi agent competition is not cost but the absence of an attribution mechanism: if only the best of several competing agents is paid, the others have no incentive to participate, so competition requires rewards proportional to each contributor's contribution. 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": [
  "ai-and-agents",
  "economics",
  "citation-and-knowledge",
  "risk-and-incentives",
  "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: 0.383.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Trading Agent Competition with Autonomous Economic Agents",
  "url": "https://doi.org/10.65109/jcdu8731"
 },
 "extends": {
  "identifier": "kaal:claim:6192998-020",
  "url": "https://wulfkaal.github.io/claims/6192998-020",
  "citation": "Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution (2026). SSRN: https://ssrn.com/abstract=6192998",
  "paper": "Wulf A. Kaal, Evolution of Domain-Specific Reputation Systems From Binary Validation to Citation-Weighted Knowledge Attribution",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6192998",
  "source_pdf_sha256": "b04292561ee041e0c9eaa7eca28a410ed440e76a95743a539361a3f76c97f2b3"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/6192998-020"
  },
  {
   "@type": "CreativeWork",
   "name": "Trading Agent Competition with Autonomous Economic Agents",
   "url": "https://doi.org/10.65109/jcdu8731"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0010",
 "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/2026-07-31-7694",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7694.md",
 "candidateId": "kaal:response-draft:2026-07-31:d4bf7b93d07df5911e1b",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.383,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: agent, competition, agents, each, other. Scope: multiple agents competing on the same job.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.65109/jcdu8731",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.65109/jcdu8731",
  "doi": "10.65109/jcdu8731",
  "externalIds": {
   "DOI": "10.65109/jcdu8731",
   "Crossref": "10.65109/jcdu8731"
  },
  "retrievedAt": "2026-07-31T21:31:29.573Z",
  "providerPage": 6,
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  "chunkId": "crossref-00007",
  "workId": "work:doi:10.65109/jcdu8731",
  "workAuthors": [
   "David Minarsch",
   "Marco Favorito",
   "Ali Hosseini",
   "Jonathan Ward"
  ],
  "workPublishedAt": "2020-05-05",
  "identityKeys": [
   "doi:10.65109/jcdu8731",
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   "url:https://doi.org/10.65109/jcdu8731",
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  ],
  "sourceProposition": "Agents then trade these assets with each other to increase their respective utilities.",
  "sourcePropositionSha256": "b86aeeeedcd4db48d4f4c4e81b3d9ebb6f037e988edab9d9b7b59fe04acc1647",
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  "claimMappings": [
   {
    "claimId": "kaal:claim:6192998-020",
    "claimUrl": "https://wulfkaal.github.io/claims/6192998-020",
    "rank": 1,
    "confidence": 0.383,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, competition, agents, each, other. Scope: multiple agents competing on the same job.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/1908473-033",
    "rank": 2,
    "confidence": 0.3474,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: trading, each, increase, respective. Scope: Exchange policies allow dual class capitalization but bar midstream dilutive changes in voting rights.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:1428387-021",
    "claimUrl": "https://wulfkaal.github.io/claims/1428387-021",
    "rank": 3,
    "confidence": 0.3358,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, economic, agents, trade. Scope: in banks and large institutions trading complex financial products.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3652481-035",
    "claimUrl": "https://wulfkaal.github.io/claims/3652481-035",
    "rank": 4,
    "confidence": 0.3339,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: autonomous, each, other, respective. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3981021-025",
    "claimUrl": "https://wulfkaal.github.io/claims/3981021-025",
    "rank": 5,
    "confidence": 0.3154,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: autonomous, economic, each, other. Scope: CHARITYxDAO salary design.",
    "ambiguous": true
   }
  ]
 },
 "userAffirmation": "affirm batch kaal-review:2026-07-31:streaming-etl-0010, SHA-256 702170a5716aed9e79302e88407930485844aeec8c140fe64a7bf7d5dd9603af, 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": "87ba9f7fd8d3847aeaa5a0aa350ae5baf84c8e2ea60354c799b0671923f667d6"
}