kaal:claim:5095633-024

Smart contracts that release payment automatically once preset quality thresholds are met reduce human error, cut administrative overhead, and accelerate data-labeling cycles relative to intermediated payment processes.

smart contracts automatically release payments to contributors once preset quality thresholds are met, thereby decreasing the risk of human error, reducing administrative overhead, and accelerating data-labeling cycles.

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025), 5. Decentralized Market for AI Training Data, p. 13
https://ssrn.com/abstract=5095633 · source PDF

Wulf A. Kaal, Artificial Intelligence The Final Frontier (2025). SSRN: https://ssrn.com/abstract=5095633

• quality thresholds can be specified in advance and verified on-chain

mechanismsupport: arguedsmart-contractsrisk-and-incentives

• extends kaal:claim:4855607-027 Because annotating large datasets is labor intensive and expensive, smart contracts that reward community memb...

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• Extension: Ethical Framework for AI in Education