{
 "@context": "https://schema.org",
 "@type": "DefinedTerm",
 "@id": "https://wulfkaal.github.io/entities/innovation-pace",
 "identifier": "kaal:entity:innovation-pace",
 "name": "Innovation pace",
 "termCode": "innovation-pace",
 "inDefinedTermSet": {
  "@id": "https://wulfkaal.github.io/entities/index.json"
 },
 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
 "dateModified": "2026-07-29",
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 "sha256": "e6a1652265fed0f8153ee5a6da576b05163ce09c079f75cb55b058b63bf40196",
 "additionalProperty": [
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   "name": "status",
   "value": "derived"
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   "value": 2
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   "value": 2
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   "@type": "PropertyValue",
   "name": "year_span",
   "value": [
    "2016",
    "2017"
   ]
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 "subjectOf": [
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2808132-027",
   "identifier": "kaal:claim:2808132-027",
   "text": "The current process of rule revisions, amendments, and repeals used to correct the inevitable shortcomings of stable rules is costly and time-consuming, and in the authors' estimation it cannot keep track of future innovations and their corresponding regulatory needs.",
   "abstract": "important for rulemaking. The current process of rule revisions, amendments, and repeals to address inevitable shortcomings of stable rules is costly, time-consuming, and cannot, in our estimation, keep track of future innovations and corresponding regulatory needs.",
   "citation": "Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132",
   "datePublished": "2016",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
    "existing regulatory framework relying on ex post rule revision",
    "accelerating pace of innovation"
   ],
   "source_pdf_sha256": "3515f2317ed9c1d33ae55d70467cdf1f6c4e350065ea6a887d5d7619599ad7d2",
   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/2957645-005",
   "identifier": "kaal:claim:2957645-005",
   "text": "Because the pace of innovation continues to accelerate, future contingencies in rulemaking are likely to grow substantially, which makes the dynamic anticipation of those contingencies increasingly important for rulemaking.",
   "abstract": "Given the pace of innovation,9 future contingencies in rulemaking are likely to grow substantially, making the dynamic anticipation of future contingencies increasingly important for rulemaking.",
   "citation": "Kaal, Dynamic Regulation via Contingent Capital (2017). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2957645",
   "datePublished": "2017",
   "claim_type": "predictive",
   "confidence": "argued",
   "is_failure_mode": false,
   "scope_conditions": [
    "continued exponential growth of technology and innovation"
   ],
   "source_pdf_sha256": "250b10782a5ea5dece9235a7f711aee408feaf36f2e78e310d589b5ee6304be2",
   "status": "current"
  }
 ],
 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'innovation-pace'. Derived node: a roster, not an adjudicated definition."
}