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.
Source quote, verbatim
While this may change as unsupervised and reinforcement learning evolve, currently, supervised learning depends on labelled data that is produced via micro task work.
From
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
Cite as
Wulf A. Kaal, Decentralized Mechanical Turk Through Verified Reputation (2018). SSRN: https://ssrn.com/abstract=3128900
Holds when
current state of machine learning practice
may change as unsupervised and reinforcement learning evolve
Classification
mechanismsupport: arguedai-and-agents
Related claims
extended_bykaal:claim:4734750-031 Supervised learning currently depends on labeled data produced by micro task work, so the evolution and growth...
extended_bykaal:claim:4734750-032 Because AI progress depends on labeled data from micro task work, the significant limitations of existing micr...
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