PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER Gambling Builds No Skill

"AI-assisted learning outcomes depend on how the assistant is used, with some cognitively engaged interaction patterns preserving learning."

Shen and Tamkin identified six AI interaction patterns, including three associated with preserved learning through continued cognitive engagement. Their results distinguish unexamined delegation from uses that retain explanation, conceptual inquiry, and active problem-solving.

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