Reputation based market dynamics lower the cost of duplication relative to centralized micro task work: where a reliable high reputation worker completes the task, duplication can fall from fifteen to five or fewer in a decentralized setup, which is what enables scaling of micro task work.
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If a reliable and high reputation score worker completes the tasks, the duplication may be brought from 15 to 5 or less in the
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Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024), Removing Cost of Micro Task Work Duplication, p. 48 https://ssrn.com/abstract=4755632 · source PDF
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Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632
Holds when
conditioned on a reliable and high reputation score worker completing the tasks
restateskaal:claim:4734750-036 A reliable reputation score substitutes for redundant labor: if a high reputation worker completes a task, req...
extendskaal:claim:3128900-016 The protocol lowers cost because it removes the manual verification step and the associated multiplication of ...
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