kaal:claim:4755632-015

Invasive, privacy challenging, time consuming, and unclear signup and approval processes on centralized platforms create market entry barriers for micro task workers, shrinking the supply of labor available to produce AI training data.

micro workers in centralized systems are faced with invasive, privacy challenging, time consuming, and unclear signup and approval processes that create market entry barriers for micro task workers.

Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024), Lack of Scaling Solutions in Centralized Micro Task Market: No Access for Workers, p. 23
https://ssrn.com/abstract=4755632 · source PDF

Wulf A. Kaal, AI Learning - Decentralized Governance to Optimize Human Output Datasets for AI Learning (2024). SSRN: https://ssrn.com/abstract=4755632

• applies to onboarding in centralized micro task systems

failuresupport: assertedfailure: Onboarding Entry Barrierfamily: adoption-and-usability-barriercorporate-governanceeconomicsconsensus-and-security

• extends kaal:claim:3128900-013 Signup and approval processes in centralized micro task systems are invasive, privacy challenging, time consum...
• extends kaal:claim:3128900-044 Centralized approval processes and identity requirements for worker registration significantly limit the regis...
• supports kaal:claim:3128900-005 Existing centralized micro task marketplaces cannot adequately meet the rising demand for high quality labelle...

The quote above is an exact substring of the source PDF, whose sha256 is 972ccebf0c06ac1767a9e443bb95942b7670e806a63c25ee817c368a64c8eca8. Extraction method: pdf-text-layer.
Attestation record: colloquium/attestations/dde185d24f79d6e7...json
Verify the binding yourself: curl -s https://wulfkaal.github.io/claims/4755632-015.md | sha256sum