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 "identifier": "kaal:entity:regulatory-tradeoffs",
 "name": "Regulatory tradeoffs",
 "termCode": "regulatory-tradeoffs",
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 "author": {
  "@type": "Person",
  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
 },
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   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/3405660-037",
   "identifier": "kaal:claim:3405660-037",
   "text": "The author concedes a standing tension: hedge funds must remain secretive because less market information about their activities is what keeps them profitable, which limits how far any transparency oriented reform can go.",
   "abstract": "On the other hand, however, hedge funds need to remain in secrecy because the less information the market has about hedge fund's activities, the easier it is for them to stay profitable.",
   "citation": "Kaal, Indirect Regulation of Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3405660",
   "datePublished": "2019",
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   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4941807-010",
   "identifier": "kaal:claim:4941807-010",
   "text": "Strict data privacy regulation such as the GDPR imposes stringent conditions on data sharing that limit the amount and variety of data available to AI systems, which can reduce model performance and exacerbate bias because the training dataset is restricted.",
   "abstract": "GDPR imposes stringent conditions on data sharing, which can limit the amount and variety of data AI systems use, potentially reducing their performance and exacerbating biases due to the restricted dataset.",
   "citation": "Wulf A. Kaal, AI Governance Via Web3 Reputation System (2024). SSRN: https://ssrn.com/abstract=4941807",
   "datePublished": "2024",
   "claim_type": "failure",
   "confidence": "argued",
   "is_failure_mode": true,
   "scope_conditions": [
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 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'regulatory-tradeoffs'. Derived node: a roster, not an adjudicated definition."
}