kaal:claim:3128900-002

Supervised machine learning currently depends on labelled data produced by micro task work, because unsupervised and reinforcement learning remain more complex and less relied upon for AI development.

While this may change as unsupervised and reinforcement learning evolve, currently, supervised learning depends on labelled data that is produced via micro task work.

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

• current state of machine learning practice
• may change as unsupervised and reinforcement learning evolve

mechanismsupport: arguedai-and-agents

• extended_by kaal:claim:4734750-031 Supervised learning currently depends on labeled data produced by micro task work, so the evolution and growth...
• extended_by kaal:claim:4734750-032 Because AI progress depends on labeled data from micro task work, the significant limitations of existing micr...

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