{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-1842",
 "identifier": "kaal:position:2026-07-31-1842",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical Aaa05D1A821D5D6Eddff",
 "text": "Role of Regulators in Safeguarding the Interface Between Autonomous Systems and the General Public should be assessed against Kaal's source-bound claim that The existing rulemaking process prohibits ex parte communications and insufficiently integrates brainstorming and ideas across industries, and therefore may actually undermine innovation rather than merely lag behind it. The current metadata indicates a plausible connection through regulatory lag, 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": [
  "dynamic-regulation",
  "innovation",
  "regulatory-failure"
 ],
 "scope_conditions": [
  "formal notice and comment rulemaking",
  "External evidence level: abstract indexed.",
  "Mapping review tier: mapping review before claim review.",
  "The literature-to-claim mapping remains explicitly ambiguous and should not be treated as a settled equivalence."
 ],
 "currentDebate": {
  "name": "Role of Regulators in Safeguarding the Interface Between Autonomous Systems and the General Public",
  "url": "https://www.semanticscholar.org/paper/3fda5fd96b70e444f048276f130ead9826007c53"
 },
 "extends": {
  "identifier": "kaal:claim:2740477-015",
  "url": "https://wulfkaal.github.io/claims/2740477-015",
  "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, Venture Capital as Dynamic Regulation of Disruptive Innovation (2016). SSRN: https://ssrn.com/abstract=2740477",
  "paper": "Erik P.M. Vermeulen, Venture Capital as Dynamic Regulation of Disruptive Innovation",
  "authors": [
   "Wulf A. Kaal"
  ],
  "year": "2016",
  "ssrn": "https://ssrn.com/abstract=2740477",
  "source_pdf_sha256": "c72871b76fa2ad5a8a69ee8d3defc8f64e624be9052ce763e79cf6c58883f726"
 },
 "isBasedOn": [
  {
   "@id": "https://wulfkaal.github.io/claims/2740477-015"
  },
  {
   "@type": "CreativeWork",
   "name": "Role of Regulators in Safeguarding the Interface Between Autonomous Systems and the General Public",
   "url": "https://www.semanticscholar.org/paper/3fda5fd96b70e444f048276f130ead9826007c53"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-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/2026-07-31-1842",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-1842.md",
 "candidateId": "kaal:response-candidate:2026-07-31:ed47308a9809c5da",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "mapping review before claim review",
 "mappingConfidence": 0.2708,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: regulatory, innovation, across, industries, lag, existing, process, regulation. Scope: formal notice and comment rulemaking.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "regulatory lag",
  "queryId": "concept:b18d258a2388",
  "page": 1,
  "sourceRank": 59,
  "retrievedAt": "2026-07-31T13:58:29.364Z",
  "citationCount": 2,
  "venue": "Journal of System Safety",
  "publicationTypes": []
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "b088060d447cd801ef7a2d71c136408916196f19139c093ab94bfdd642ffb971"
}