{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2543",
 "identifier": "kaal:position:2026-07-31-2543",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 0505373B5Ce9C56E49A6",
 "text": "CORTEX: Composite Overlay for Risk Tiering and Exposure in Operational AI Systems should be assessed against Kaal's source-bound claim that The EU AI Act classifies AI applications used in judicial proceedings as high risk because of their potential to affect fundamental rights such as due process and non-discrimination, and therefore subjects them to mandatory transparency, bias audits, and human oversight. The current metadata indicates a plausible connection through dynamic governance, but the defensible response is a qualification until the source text confirms agreement, scope, methods, and limitations.",
 "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": "qualification",
 "keywords": [
  "ai-and-agents",
  "systemic-risk",
  "risk-and-incentives"
 ],
 "scope_conditions": [
  "European Union",
  "AI systems used in judicial proceedings including predictive analytics and judicial decision support",
  "External evidence level: abstract indexed.",
  "Mapping review tier: ambiguity triage before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "CORTEX: Composite Overlay for Risk Tiering and Exposure in Operational AI Systems",
  "url": "https://www.semanticscholar.org/paper/d9ebb689042b60e00f4a1d09785a93a8608e4755"
 },
 "extends": {
  "identifier": "kaal:claim:5541658-024",
  "url": "https://wulfkaal.github.io/claims/5541658-024",
  "citation": "Wulf A. Kaal, Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law (2025). SSRN: https://ssrn.com/abstract=5541658",
  "paper": "Morgan A. Gray, The Evolving Role of Artificial Intelligence in Law",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2025",
  "ssrn": "https://ssrn.com/abstract=5541658",
  "source_pdf_sha256": "e543a2d698fcd522d4d02e034cc9ee1344d0015d2c824b40b9e05ab7c0728c60"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/5541658-024"
  },
  {
   "@type": "CreativeWork",
   "name": "CORTEX: Composite Overlay for Risk Tiering and Exposure in Operational AI Systems",
   "url": "https://www.semanticscholar.org/paper/d9ebb689042b60e00f4a1d09785a93a8608e4755"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0011",
 "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/2026-07-31-2543",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2543.md",
 "candidateId": "kaal:response-candidate:2026-07-31:5e1db6ae76d904ce",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.244,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: risk, artificial, intelligence, high, impact, systemic, such, act. Scope: European Union; AI systems used in judicial proceedings including predictive analytics and judicial decision support.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic governance",
  "queryId": "concept:9160fec3685d",
  "page": 1,
  "sourceRank": 360,
  "retrievedAt": "2026-07-31T13:59:08.828Z",
  "citationCount": 4,
  "venue": "arXiv.org",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "ddeab16c6aa684af6ae757163824314d1bb81fe4dfb0e53cc6e0ade2f4ff4927"
}