The authors argue that guiding non-PhD learners through authentic research requires a dedicated profession with its own training, career structure, and recognition because existing models and programs fall short.
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Neural network learning opacity stems from three dynamical complexity properties in training, rendering some sources of opacity irreducible.
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The Research Guide: From Informal Role to Profession
The authors argue that guiding non-PhD learners through authentic research requires a dedicated profession with its own training, career structure, and recognition because existing models and programs fall short.
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How Complexity Contributes to Learning Opacity in Machine Learning
Neural network learning opacity stems from three dynamical complexity properties in training, rendering some sources of opacity irreducible.