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 "name": "Human judgment",
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  "name": "Wulf A. Kaal",
  "identifier": "https://orcid.org/0000-0003-0757-275X"
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   "@id": "https://wulfkaal.github.io/claims/3128900-001",
   "identifier": "kaal:claim:3128900-001",
   "text": "Because micro tasks require human judgment that machines cannot currently replace, they let organizations build products and outcomes that machines alone could not synthesize.",
   "abstract": "Because of the necessity of human judgment that cannot currently be replaced by machines/computers, micro tasks enable organizations to build products or create outcomes that cannot be synthesized by machines/computers alone.",
   "citation": "Wulf A. Kaal, Decentralized Mechanical Turk Through Verified Reputation (2018). SSRN: https://ssrn.com/abstract=3128900",
   "datePublished": "2018",
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   "text": "Adoption of artificial intelligence in hedge funds remains partial rather than total: more than four out of ten survey respondents still rely on conventional human thinking to guide their investment processes.",
   "abstract": "However, more than four out of ten of survey respondents still rely on conventional human thinking to guide their investment processes.",
   "citation": "Kaal, Financial Technology and Hedge Funds (2019). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3409548",
   "datePublished": "2019",
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   "text": "DeFi platform technologies often have limited product market fit because the reliance on code over human judgment produces products built around automation that ignore the human element in financial transactions.",
   "abstract": "DeFi platform technologies often have a limited product market fit. The reliance on code in the market for digital assets over human judgments resulted in a focus on products that predominantly rely on automation, ignoring the human element in financial transactions.",
   "citation": "Kaal, Digital Asset Market Evolution (2020). SSRN: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3606663",
   "datePublished": "2020",
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   "text": "Micro tasks are small tasks that require human judgment, can be completed by humans independently over the internet, and form part of a larger unified project.",
   "abstract": "Micro tasks are defined as small tasks that require human judgment, can be completed by humans independently over the internet, and are part of a larger unified project.",
   "citation": "Wulf A. Kaal, Code Review DAO (2024). SSRN: https://ssrn.com/abstract=4734750",
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   "text": "Micro tasks are stipulatively defined as small tasks that require human judgment, can be completed by humans independently over the internet, and form part of a larger unified project.",
   "abstract": "Micro tasks are defined as small tasks that require human judgment, can be completed by humans independently over the internet, and are part of a larger unified project.",
   "citation": "Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632",
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   "text": "Micro task work is valuable precisely because the human judgment it supplies cannot currently be replaced by machines, which lets organizations build products and outcomes that machines alone cannot synthesize.",
   "abstract": "Because of the necessity of human judgment that cannot currently be replaced by machines/computers, micro tasks enable organizations to build products or create outcomes that cannot be synthesized by machines/computers alone.",
   "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",
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   "text": "Automating annotation to gain speed and cost savings produces less nuanced labeling that misses the complex human judgments and context certain AI applications require.",
   "abstract": "Automation can sometimes result in less nuanced data labeling, potentially missing complex human judgments or context that are critical for certain AI applications.",
   "citation": "Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633",
   "datePublished": "2025",
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 "description": "7 claims in the published works of Wulf A. Kaal carry the concept tag 'human-judgment'. Derived node: a roster, not an adjudicated definition."
}