kaal:claim:3128900-005

Existing centralized micro task marketplaces cannot adequately meet the rising demand for high quality labelled AI training data.

The existing centralized marketplaces for micro task work cannot adequately fulfil the increasing demand for high quality micro task work for AI labelled training datasets.

Wulf A. Kaal, Decentralized Mechanical Turk Through Verified Reputation (2018), 1 Problems in Centralized Mechanical Turk, p. 6
https://ssrn.com/abstract=3128900 · source PDF

Wulf A. Kaal, Decentralized Mechanical Turk Through Verified Reputation (2018). SSRN: https://ssrn.com/abstract=3128900

• existing centralized marketplaces
• demand for high quality AI training datasets

failuresupport: arguedfailure: Centralized supply shortfallfamily: scalability-and-throughput-limitdecentralizationai-and-agentseducation-and-practiceeconomics

• extended_by kaal:claim:4755632-009 Existing centralized micro task marketplaces cannot adequately fulfill the growing demand for high quality lab...
• supported_by kaal:claim:4755632-015 Invasive, privacy challenging, time consuming, and unclear signup and approval processes on centralized platfo...

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