{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7741",
 "identifier": "kaal:position:2026-07-31-7741",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Bottom Up Reputation Promotes Cooperation With Multi Agent Reinforcement 90688D823C",
 "text": "Bottom-Up Reputation Promotes Cooperation with Multi-Agent Reinforcement Learning presents the following source proposition: Reputation serves as a powerful mechanism for promoting cooperation in multi-agent systems, as agents are more inclined to cooperate with those of good social standing. This proposition is pertinent to Kaal's source-bound claim that Reputation based governance allocates decision power by past contribution and community standing, which promotes transparency and trust, but reputation is difficult to measure objectively. 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": [
  "reputation",
  "governance-design",
  "dao",
  "research-methods",
  "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: 0.4208.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Bottom-Up Reputation Promotes Cooperation with Multi-Agent Reinforcement Learning",
  "url": "https://doi.org/10.65109/fdxo1013"
 },
 "extends": {
  "identifier": "kaal:claim:5254152-004",
  "url": "https://wulfkaal.github.io/claims/5254152-004",
  "citation": "Wulf A. Kaal, DAO Market Meta Analysis 2024 (2024). SSRN: https://ssrn.com/abstract=5254152",
  "paper": "Wulf A. Kaal, DAO Market Meta Analysis 2024",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=5254152",
  "source_pdf_sha256": "bb2052d809a4615f0f3e2526ba6416293c40d00260149ba4fe6f38addf052796"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5254152-004"
  },
  {
   "@type": "CreativeWork",
   "name": "Bottom-Up Reputation Promotes Cooperation with Multi-Agent Reinforcement Learning",
   "url": "https://doi.org/10.65109/fdxo1013"
  }
 ],
 "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/2026-07-31-7741",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7741.md",
 "candidateId": "kaal:response-draft:2026-07-31:a0e036a38b718dfb0fb5",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4208,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: reputation, promotes, promoting, standing. Scope: DAOs allocating voting power by contribution history, community feedback, or peer review.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.65109/fdxo1013",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.65109/fdxo1013",
  "doi": "10.65109/fdxo1013",
  "externalIds": {
   "DOI": "10.65109/fdxo1013",
   "Crossref": "10.65109/fdxo1013"
  },
  "retrievedAt": "2026-07-31T21:32:45.425Z",
  "providerPage": 13,
  "rawObservationSha256": "5a79bdbacbae09219f864cafd9b56351a780ce540e7eef57a9f31f2c86500e0e",
  "inputSnapshotSha256": "4b76446dc6bf1d55513942e74f6c92a8a87ed7fe9173be4b65944f26fb34b117",
  "inputLine": 8246,
  "chunkId": "crossref-00015",
  "workId": "work:doi:10.65109/fdxo1013",
  "workAuthors": [
   "Tianyu Ren",
   "Xuan Yao",
   "Yang Li",
   "Xiao-Jun Zeng"
  ],
  "workPublishedAt": "2025-05-28",
  "identityKeys": [
   "doi:10.65109/fdxo1013",
   "crossref:10.65109/fdxo1013",
   "url:https://doi.org/10.65109/fdxo1013",
   "title:7ddbc7e480fa7f46b2ea0943",
   "proposition:4d0a2d3382d4a3a20d5cea3966f0a63e7c46f4bb86a58ef2993dfe2a50756fb9"
  ],
  "sourceProposition": "Reputation serves as a powerful mechanism for promoting cooperation in multi-agent systems, as agents are more inclined to cooperate with those of good social standing.",
  "sourcePropositionSha256": "d38cc876345d116ecafe342575505c72e8b23f424bd8735997a694769b8235bd",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:5254152-004",
    "claimUrl": "https://wulfkaal.github.io/claims/5254152-004",
    "rank": 1,
    "confidence": 0.4208,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, promotes, promoting, standing. Scope: DAOs allocating voting power by contribution history, community feedback, or peer review.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3981021-030",
    "claimUrl": "https://wulfkaal.github.io/claims/3981021-030",
    "rank": 2,
    "confidence": 0.3942,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, serves, agents, more, good. Scope: reputation weighted DAO governance tied to common good objectives.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4755632-037",
    "claimUrl": "https://wulfkaal.github.io/claims/4755632-037",
    "rank": 3,
    "confidence": 0.3698,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, learning, serves, mechanism. Scope: applies to the ALE Platform.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5225296-011",
    "claimUrl": "https://wulfkaal.github.io/claims/5225296-011",
    "rank": 4,
    "confidence": 0.3612,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, cooperation, mechanism, social. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782203-016",
    "claimUrl": "https://wulfkaal.github.io/claims/3782203-016",
    "rank": 5,
    "confidence": 0.3438,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: reputation, cooperation, cooperate. Scope: repeated games; grim trigger or similar punishment strategies.",
    "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": "912d944fc7db659b80a873fb3b512f92e64258936e6db03e46cd0d87b256b280"
}