{
 "@context": "https://schema.org",
 "@type": "Claim",
 "@id": "https://wulfkaal.github.io/positions/2026-07-31-2341",
 "identifier": "kaal:position:2026-07-31-2341",
 "additionalType": "https://wulfkaal.github.io/positions/schema.json#AffirmedPositionClaim",
 "name": "Historical 2Eb52E6A6E1Ef27645E7",
 "text": "Эффективность использования нейроинтерфейсов в образовательном процессе для оптимизации когнитивной нагрузки студентов should be assessed against Kaal's source-bound claim that Formal rulemaking is simply too time consuming for disruptive innovation: the speed of product innovation lets a new product reach the market while a rulemaking that takes months or years is still processing the previous product launch. 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": [
  "dynamic-regulation",
  "systemic-risk"
 ],
 "scope_conditions": [
  "formal rulemaking in the existing regulatory infrastructure",
  "high speed of product innovation",
  "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": "Эффективность использования нейроинтерфейсов в образовательном процессе для оптимизации когнитивной нагрузки студентов",
  "url": "https://www.semanticscholar.org/paper/f77ce7d7b86bbe37f57e35a6a4abe97539fb84b2"
 },
 "extends": {
  "identifier": "kaal:claim:2740477-020",
  "url": "https://wulfkaal.github.io/claims/2740477-020",
  "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/2740477-020"
  },
  {
   "@type": "CreativeWork",
   "name": "Эффективность использования нейроинтерфейсов в образовательном процессе для оптимизации когнитивной нагрузки студентов",
   "url": "https://www.semanticscholar.org/paper/f77ce7d7b86bbe37f57e35a6a4abe97539fb84b2"
  }
 ],
 "batch_id": "historical-backfill:2026-07-31:phase-0010",
 "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/2026-07-31-2341",
 "canonicalForm": "https://wulfkaal.github.io/positions/2026-07-31-2341.md",
 "candidateId": "kaal:response-candidate:2026-07-31:55fa87b5770858a8",
 "evidenceLevel": "abstract indexed",
 "reviewTier": "ambiguity triage before claim review",
 "mappingConfidence": 0.2489,
 "mappingAmbiguous": true,
 "mappingMethod": "idf-weighted multi-field mapping v1",
 "mappingWhyRelevant": "Shared high-information concepts: dynamic, regulation, time, years, while, processing, speed, possible. Scope: formal rulemaking in the existing regulatory infrastructure; high speed of product innovation.",
 "sourceProvenance": {
  "source": "Semantic Scholar",
  "api": "https://api.semanticscholar.org/graph/v1/paper/search/bulk",
  "query": "dynamic regulation",
  "queryId": "concept:516a267369f9",
  "page": 8,
  "sourceRank": 7207,
  "retrievedAt": "2026-07-31T13:58:27.161Z",
  "citationCount": 0,
  "venue": "Management of Education",
  "publicationTypes": [
   "JournalArticle"
  ]
 },
 "userAffirmation": "Approved as written by Wulf A. Kaal on 2026-07-31.",
 "sha256": "82016e7850fab79368f8718b62d843b0180576a97b46c66f7fbcd22a0e7799a7"
}