{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-3628",
 "identifier": "kaal:position:2026-07-31-3628",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 3D0F8A5Ff00Ecc9Ee44E",
 "text": "Blind Separation Algorithm for Convolutive Frequency-Hopping Signals Based on Dynamic Step-size IVA should be assessed against Kaal's source-bound claim that Traditional AI governance frameworks fail because they rely on static, predefined rules that cannot adapt quickly enough to the pace of AI development or to the nuanced challenges AI presents. The current metadata indicates a plausible connection through dynamic regulation, 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": [
  "governance-design",
  "ai-and-agents",
  "dynamic-regulation"
 ],
 "scope_conditions": [
  "applies to conventional rule based governance regimes",
  "holds where AI capability changes faster than the rule revision cycle",
  "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": "Blind Separation Algorithm for Convolutive Frequency-Hopping Signals Based on Dynamic Step-size IVA",
  "url": "https://www.semanticscholar.org/paper/6b9b4e510df9bf2ea2c93a71d17d137ac4cbcb36"
 },
 "extends": {
  "identifier": "kaal:claim:4796714-001",
  "url": "https://wulfkaal.github.io/claims/4796714-001",
  "citation": "Wulf A. Kaal, AI Governance (2024). SSRN: https://ssrn.com/abstract=4796714",
  "paper": "AI Governance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2024",
  "ssrn": "https://ssrn.com/abstract=4796714",
  "source_pdf_sha256": "59fa63bae179e8f9b6b8efbdf90cee28400276512a1b04f9f579a48641305c93"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/4796714-001"
  },
  {
   "@type": "CreativeWork",
   "name": "Blind Separation Algorithm for Convolutive Frequency-Hopping Signals Based on Dynamic Step-size IVA",
   "url": "https://www.semanticscholar.org/paper/6b9b4e510df9bf2ea2c93a71d17d137ac4cbcb36"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0015",
 "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/2026-07-31-3628",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-3628.md",
 "candidateId": "kaal:response-candidate:2026-07-31:f584883e6f262459",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2272,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, challenges, presents, regulation, traditional. Scope: applies to conventional rule based governance regimes; holds where AI capability changes faster than the rule revision cycle.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 4,
  "sourceRank": 3244,
  "retrievedAt": "2026-07-31T13:58:16.518Z",
  "citationCount": 0,
  "venue": "2026 IEEE 9th World Conference on Computing and Communication Technologies (WCCCT)",
  "publicationTypes": [
   "Conference"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "91e9dc8c7c9138a8c6bac61d397ea95d095b32468ae3f28cfcc95ac578a1c527"
}
