{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-7312",
 "identifier": "kaal:position:2026-07-31-7312",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Streaming Ternary Moral Logic Tml A Governance Framework For Ethical Accountabilit 02Eba31768",
 "text": "Ternary Moral Logic (TML): A Governance Framework for Ethical Accountability and Immutable AI Systems presents the following source proposition: The increasing autonomy of artificial intelligence (AI) systems necessitates a paradigm shift from reactive regulatory compliance to proactive, architecturally enforced ethical governance. This proposition is pertinent to Kaal's source-bound claim that The current monitoring framework is reactive rather than proactive, because it offers no prescriptive measures such as predictive analytics or cross actor protocols that would anticipate evolving risks. 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": [
  "compliance",
  "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: 0.3776.",
  "The source-to-claim mapping remains explicitly ambiguous and is published with that limitation."
 ],
 "currentDebate": {
  "name": "Ternary Moral Logic (TML): A Governance Framework for Ethical Accountability and Immutable AI Systems",
  "url": "https://doi.org/10.36227/techrxiv.176159790.02159151/v1"
 },
 "extends": {
  "identifier": "kaal:claim:5245185-012",
  "url": "https://wulfkaal.github.io/claims/5245185-012",
  "citation": "Wulf A. Kaal, How can we Best Monitor AI Agents (2025). SSRN: https://ssrn.com/abstract=5245185",
  "paper": "Wulf A. Kaal, How can we Best Monitor AI Agents",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5245185",
  "source_pdf_sha256": "4d7adba83ec722480e97bde6528cbe9ce98c709e45cb18794f157a64b8fe7da2"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5245185-012"
  },
  {
   "@type": "CreativeWork",
   "name": "Ternary Moral Logic (TML): A Governance Framework for Ethical Accountability and Immutable AI Systems",
   "url": "https://doi.org/10.36227/techrxiv.176159790.02159151/v1"
  }
 ],
 "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.",
 "isPartOf": {
  "@id": "https://wulfkaal.github.io/positions/index.json"
 },
 "version": "1.0",
 "canonical_url": "https://wulfkaal.github.io/positions/2026-07-31-7312",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-7312.md",
 "candidateId": "kaal:response-draft:2026-07-31:82d35d6381ecd7981321",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "moderate-confidence claim review",
 "mappingConfidence": 0.3776,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: framework, reactive, compliance, proactive. Scope: existing monitoring of AI agents on cryptocurrency rails.",
 "sourceProvenance": {
  "source": "crossref",
  "sourceRecordId": "10.36227/techrxiv.176159790.02159151/v1",
  "queryId": "concept:b5ce5d92d4b5",
  "queryText": "AI agent governance",
  "canonicalUrl": "https://doi.org/10.36227/techrxiv.176159790.02159151/v1",
  "doi": "10.36227/techrxiv.176159790.02159151/v1",
  "externalIds": {
   "DOI": "10.36227/techrxiv.176159790.02159151/v1",
   "Crossref": "10.36227/techrxiv.176159790.02159151/v1"
  },
  "retrievedAt": "2026-07-31T20:34:02.256Z",
  "providerPage": 7,
  "rawObservationSha256": "57863eb37d8e79d52be11d641c3bac0073459e699aeee6d54723b46cefacad87",
  "inputSnapshotSha256": "95f3c3e1638ca36a1683b7a07036b5ed8191ad7a1549b24a5ebff941a468f5ce",
  "inputLine": 1583,
  "chunkId": "crossref-00007",
  "workId": "work:doi:10.36227/techrxiv.176159790.02159151/v1",
  "workAuthors": [
   "Lev Goukassian"
  ],
  "workPublishedAt": "2025-10-27",
  "identityKeys": [
   "doi:10.36227/techrxiv.176159790.02159151/v1",
   "crossref:10.36227/techrxiv.176159790.02159151/v1",
   "url:https://doi.org/10.36227/techrxiv.176159790.02159151/v1",
   "title:bf4b9a994956f036b88cba67",
   "proposition:b0bfd410bf9ba961c3c35634692a83a0441d773101dcf7ff9c0c92509062aa37"
  ],
  "sourceProposition": "The increasing autonomy of artificial intelligence (AI) systems necessitates a paradigm shift from reactive regulatory compliance to proactive, architecturally enforced ethical governance.",
  "sourcePropositionSha256": "cba457abbfb378a56871d8f01b514205a898a68bca375396bccfe22d33be910d",
  "sourcePropositionIndex": 0,
  "claimMappings": [
   {
    "claimId": "kaal:claim:5245185-012",
    "claimUrl": "https://wulfkaal.github.io/claims/5245185-012",
    "rank": 1,
    "confidence": 0.3776,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: framework, reactive, compliance, proactive. Scope: existing monitoring of AI agents on cryptocurrency rails.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-008",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-008",
    "rank": 2,
    "confidence": 0.3682,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: ethical, artificial, intelligence, compliance. Scope: review source claim scope.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5095633-012",
    "claimUrl": "https://wulfkaal.github.io/claims/5095633-012",
    "rank": 3,
    "confidence": 0.3454,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, artificial, intelligence, compliance. Scope: jurisdictions with GDPR-style data protection mandates.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:5541658-027",
    "claimUrl": "https://wulfkaal.github.io/claims/5541658-027",
    "rank": 4,
    "confidence": 0.3444,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: artificial, intelligence, regulatory, compliance. Scope: proposed rather than enacted frameworks for auditing judicial AI.",
    "ambiguous": true
   },
   {
    "claimId": "kaal:claim:4796714-015",
    "claimUrl": "https://wulfkaal.github.io/claims/4796714-015",
    "rank": 5,
    "confidence": 0.344,
    "method": "idf-weighted multi-field mapping v1",
    "whyRelevant": "Shared high-information concepts: governance, ethical, autonomy, compliance. Scope: applies where a few dominant parties influence the underlying Layer 1; holds under current blockchain design as of 2024.",
    "ambiguous": true
   }
  ]
 },
 "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": "17dc531349db6c28087d8ca871aa47c8bc78f07f37535be69c59ee9a9b983424"
}
