{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7711",
 "identifier": "kaal:position:2026-07-31-7711",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming What Should The Agent Know The Challenge Of Capturing Human Knowledge 81Fa76027A",
 "text": "What should the agent know?: the challenge of capturing human knowledge presents the following source proposition: They give little (if any) information on the process used to construct the models. This proposition is pertinent to Kaal's source-bound claim that Microdemocratic vote allocation improves outcome quality because a voter's proportional allocation of votes to an issue is itself evidence of that voter's higher knowledge of the issue, and voters are unlikely to give top priority to issues they know little about. 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": [
  "citation-and-knowledge",
  "governance-design",
  "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: 0.4341.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "What should the agent know?: the challenge of capturing human knowledge",
  "url": "https://doi.org/10.65109/awde5642"
 },
 "extends": {
  "identifier": "kaal:claim:3709041-018",
  "url": "https://wulfkaal.github.io/claims/3709041-018",
  "citation": "Kaal, Blockchain Technology for Good (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3709041",
  "paper": "Kaal, Blockchain Technology for Good",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2020",
  "ssrn": null,
  "source_pdf_sha256": "5216a7bca45a48e3bef11ec524936e66af737c0fd66271e9f6866dc20a4482cc"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/3709041-018"
  },
  {
   "@type": "CreativeWork",
   "name": "What should the agent know?: the challenge of capturing human knowledge",
   "url": "https://doi.org/10.65109/awde5642"
  }
 ],
 "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/2026-07-31-7711",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7711.md",
 "candidateId": "kaal:response-draft:2026-07-31:fe0e8244db24a847e92c",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.4341,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: know, knowledge, they, give, little. Scope: review source claim scope.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.65109/awde5642",
  "queryId": "concept:a2c487c0792c",
  "queryText": "autonomous agent accountability",
  "canonicalUrl": "https://doi.org/10.65109/awde5642",
  "doi": "10.65109/awde5642",
  "externalIds": {
   "DOI": "10.65109/awde5642",
   "Crossref": "10.65109/awde5642"
  },
  "retrievedAt": "2026-07-31T21:31:30.675Z",
  "providerPage": 9,
  "rawObservationSha256": "b76df8f1eb0e604a0b82e6be0f710ac8a4c6feea144f93400182861f07805839",
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  "inputLine": 7143,
  "chunkId": "crossref-00010",
  "workId": "work:doi:10.65109/awde5642",
  "workAuthors": [
   "Emma Norling"
  ],
  "workPublishedAt": "2008-05-12",
  "identityKeys": [
   "doi:10.65109/awde5642",
   "crossref:10.65109/awde5642",
   "url:https://doi.org/10.65109/awde5642",
   "title:e9a64e6c725952ecc5ab9e10",
   "proposition:7388172d983ac1455725dea74c6358ab6ab5c2d459be72c891493b57e2f4a091"
  ],
  "sourceProposition": "They give little (if any) information on the process used to construct the models.",
  "sourcePropositionSha256": "b8643a7002692bbc00df665d317f77941298946864c369ab24cdda9d4c0ac270",
  "sourcePropositionIndex": 1,
  "claimMappings": [
   {
    "claimId": "kaal:claim:3709041-018",
    "claimUrl": "https://wulfkaal.github.io/claims/3709041-018",
    "rank": 1,
    "confidence": 0.4341,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: know, knowledge, they, give, little. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3808867-015",
    "claimUrl": "https://wulfkaal.github.io/claims/3808867-015",
    "rank": 2,
    "confidence": 0.4341,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: know, knowledge, they, give, little. Scope: voting systems that allocate a maximum number of votes per voter across issues; quadratic voting style designs.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6269518-006",
    "claimUrl": "https://wulfkaal.github.io/claims/6269518-006",
    "rank": 3,
    "confidence": 0.296,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, knowledge, any, used. Scope: column-stochastic citation matrix with weights summing to one per agent; PageRank-derived value vector determines payment.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6421319-019",
    "claimUrl": "https://wulfkaal.github.io/claims/6421319-019",
    "rank": 4,
    "confidence": 0.2681,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, knowledge, they, information. Scope: conditional on agents operating under cryptographic attestation and auditable federated networks.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:6244278-021",
    "claimUrl": "https://wulfkaal.github.io/claims/6244278-021",
    "rank": 5,
    "confidence": 0.2644,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: agent, challenge, knowledge. Scope: applies to weighted directed acyclic graph citation governance where citation transfers value.",
    "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": "fa33ddce9f2c8c52f02ecb77df36df307ad9fc2e15dc22a0cff0b5e28ca885e1"
}