Titlebook: Understanding the Impact of Machine Learning on Labor and Education; A Time-Dependent Tur Joseph Ganem Book 2023 The Editor(s) (if applicab

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The Judgment Game: The Turing Test as a General Research Framework,g-like games can be used as general tests of distinguishability between levels of knowledge/performance in learned subject areas along the expertise and interpersonal dimensions. A modification of the Imitation Game called the “Judgment Game,” is introduced, which also has three participants—an inte

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The Learning Game: A Time-Dependent Turing Test, permitted to learn along the expertise and interpersonal dimensions, and Player A is permitted to learn along the expertise dimension, while the knowledgebases/skillsets of Player B are kept fixed to establish a comparison standard. In this game, the Judge’s ability to distinguish between Players A

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Implications: Recommendations for Future Education and Labor Policies, the Judge’s score means that the job must be modeled as a Learning Game. Humans have a comparative learning advantage in Learning Games, while learning-enabled machines have a comparative learning advantage in Judgment Games. Humans should focus on jobs that can be modeled as Learning Games. Curren

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