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 "identifier": "kaal:entity:data-fragmentation",
 "name": "Data fragmentation",
 "termCode": "data-fragmentation",
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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/3808859-035",
   "identifier": "kaal:claim:3808859-035",
   "text": "Cloud computing increased connectivity but simultaneously produced monolithic, siloed applications built for a single business, department, or role, and that fragmentation of data and content now impairs collaboration as well as the search, organization, and discovery of content.",
   "abstract": "Cloud computing has significantly increased connectivity in society and business but at the same time contributed to the creation of monolithic applications that solve a very specific problem for a specific business / department / role.",
   "citation": "Wulf A. Kaal, Decentralization – Why We Need Technology Infrastructure Upgrades (2021). SSRN: https://ssrn.com/abstract=3808859",
   "datePublished": "2021",
   "claim_type": "failure",
   "confidence": "argued",
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   "status": "current"
  },
  {
   "@type": "Claim",
   "@id": "https://wulfkaal.github.io/claims/4755632-005",
   "identifier": "kaal:claim:4755632-005",
   "text": "Access to structured labeled data determines which industries can capitalize on AI first: finance and healthcare hold a head start, while transportation and customer service face hurdles from privacy concerns, data fragmentation, and extensive labeling requirements.",
   "abstract": "Industries that can access large volumes of structured and labeled data, such as finance and healthcare, may have a head start in leveraging AI. On the other hand, industries like transportation and customer service may face hurdles in obtaining quality data",
   "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
   "datePublished": "2024",
   "claim_type": "condition",
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   "scope_conditions": [
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 "description": "2 claims in the published works of Wulf A. Kaal carry the concept tag 'data-fragmentation'. Derived node: a roster, not an adjudicated definition."
}