{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2517",
 "identifier": "kaal:position:2026-07-31-2517",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 3Dc41900A980D87456Fd",
 "text": "Analysis of the efficiency of pneumatic actuator regulation in selected production processes using artificial intelligence, graph algorithms, and probabilistic methods, taking into account failure rates and return on investment costs should be assessed against Kaal's source-bound claim that The delegated-acts and code-of-practice mechanisms in recent artificial-intelligence statutes are only partial steps toward dynamic regulation because they remain tethered to legislative revision cycles running far slower than the technology they govern. 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": [
  "ai-and-agents",
  "governance-design",
  "dynamic-regulation"
 ],
 "scope_conditions": [
  "applies to recent artificial-intelligence statutes",
  "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": "Analysis of the efficiency of pneumatic actuator regulation in selected production processes using artificial intelligence, graph algorithms, and probabilistic methods, taking into account failure rates and return on investment costs",
  "url": "https://www.semanticscholar.org/paper/c66f02faa6c1cd2458ddf43dbbd03e162a9a6ea4"
 },
 "extends": {
  "identifier": "kaal:claim:6607458-032",
  "url": "https://wulfkaal.github.io/claims/6607458-032",
  "citation": "Wulf A. Kaal, Computative Economics A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=6607458",
  "paper": "Computative Economics A Framework for Economic Analysis under Computational Abundance",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2026",
  "ssrn": "https://ssrn.com/abstract=6607458",
  "source_pdf_sha256": "75cca35350378eb8904866d068b5d2f3e1504629e6031457ce6c12152a88e3e8"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/6607458-032"
  },
  {
   "@type": "CreativeWork",
   "name": "Analysis of the efficiency of pneumatic actuator regulation in selected production processes using artificial intelligence, graph algorithms, and probabilistic methods, taking into account failure rates and return on investment costs",
   "url": "https://www.semanticscholar.org/paper/c66f02faa6c1cd2458ddf43dbbd03e162a9a6ea4"
  }
 ],
 "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/2026-07-31-2517",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2517.md",
 "candidateId": "kaal:response-candidate:2026-07-31:6340c491afe28578",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2449,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: regulation, artificial, intelligence, abstract, dynamic, computational, substantially. Scope: applies to recent artificial-intelligence statutes.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 6,
  "sourceRank": 5806,
  "retrievedAt": "2026-07-31T13:58:18.648Z",
  "citationCount": 0,
  "venue": "Materials Research Proceedings",
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "e2f676970bf8bb602d7d22a4b6497411efa676f5b577daee0c9b1c1ff9a188b9"
}