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 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7275",
 "identifier": "kaal:position:2026-07-31-7275",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Aicos A Governance First Deterministic Decision Infrastructure For Human 337747E8F1",
 "text": "AICOS: A Governance-First Deterministic Decision Infrastructure for Human-Final AI Systems presents the following source proposition: However, they remain fundamentally limited in decision authority, governance, and auditability. This proposition is pertinent to Kaal's source-bound claim that The code is law paradigm departs from existing legal systems in three linked ways: it shifts authority from sovereign institutions to technical protocols, replaces interpretive flexibility with deterministic enforcement, and substitutes technological neutrality for normative deliberation. 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"
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 "datePublished": "2026-07-31",
 "dateModified": "2026-07-31",
 "creativeWorkStatus": "Affirmed",
 "responseType": "extension",
 "keywords": [
  "smart-contracts",
  "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: 0.3682.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "AICOS: A Governance-First Deterministic Decision Infrastructure for Human-Final AI Systems",
  "url": "https://doi.org/10.2139/ssrn.6484622"
 },
 "extends": {
  "identifier": "kaal:claim:5554218-019",
  "url": "https://wulfkaal.github.io/claims/5554218-019",
  "citation": "Furrer Andreas, Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era (2025). SSRN: https://ssrn.com/abstract=5554218",
  "paper": "Furrer Andreas, Wulf A. Kaal, Universal Digital Law Codex (UDLC) Building the Legal Infrastructure for the Digital Era",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5554218",
  "source_pdf_sha256": "55738b4035a91b70aa2ddaa127552fe4b373ec641afee2719fbdcabebdcbea44"
 },
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   "@id": "https://wulfkaal.github.io/claims/5554218-019"
  },
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   "@type": "CreativeWork",
   "name": "AICOS: A Governance-First Deterministic Decision Infrastructure for Human-Final AI Systems",
   "url": "https://doi.org/10.2139/ssrn.6484622"
  }
 ],
 "batch_id": "kaal-review:2026-07-31:streaming-etl-0008",
 "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.",
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 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7275",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7275.md",
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 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3682,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: governance, deterministic, infrastructure, fundamentally, authority. Scope: blockchain and smart contract architectures presented as self-sufficient regulation.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.2139/ssrn.6484622",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.2139/ssrn.6484622",
  "doi": "10.2139/ssrn.6484622",
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  "workId": "work:doi:10.2139/ssrn.6484622",
  "workAuthors": [
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, deterministic, infrastructure, fundamentally, authority. Scope: blockchain and smart contract architectures presented as self-sufficient regulation.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:3782220-001",
    "claimUrl": "https://wulfkaal.github.io/claims/3782220-001",
    "rank": 2,
    "confidence": 0.2396,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, final, they, remain. Scope: decentralized organizations; long time horizons.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-031",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, final, they, remain. Scope: highly contextual, iterative, and ethically sensitive dataset tasks; continuous compliance with evolving legal standards.",
    "ambiguous": true
   },
   {
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    "claimUrl": "https://wulfkaal.github.io/claims/4855607-014",
    "rank": 4,
    "confidence": 0.2187,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, human, they, fundamentally. Scope: sparse reward settings; sequence generation tasks.",
    "ambiguous": true
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   {
    "claimId": "kaal:claim:5554218-028",
    "claimUrl": "https://wulfkaal.github.io/claims/5554218-028",
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    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, infrastructure, however, remain. Scope: AI models distributed globally over the internet; regulation by a single jurisdiction.",
    "ambiguous": true
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 "userAffirmation": "I affirm batch kaal-review:2026-07-31:streaming-etl-0008, SHA-256 469be3af77a43b8a86f52c2e8253882abdefc7a0da53c392329c3cb8a11e8160, 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": "08d5a802c7703b3e953c0de2625c606b5694ca47c3ad8d58c8eec3d5497beb98"
}