AI as a tool, not a crutch: Classroom experiences in data science

Not long ago I had a student who had done perfectly fine on the assignments. Nothing spectacular, nothing suspicious, just solid work. Then came the oral exam and he failed. Not a borderline case but getting basic things wrong and on some questions there were no answers. The moment we stepped away from the polished…

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