Learning beyond the answer
Does getting an answer mean I have learned?
Karpathy contrasts answering questions with a tutor who understands a learner and chooses an appropriate challenge.
Andrej Karpathy
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Source, interpretation and uncertainty
What does this actually establish?
| Source status | Publisher chapter at 01:56:20 · Not an independently verified outcome |
|---|---|
| Speaker context | AI researcher · discussing agents and education |
| What remains open | An educational vision is not evidence of learning gains for a particular child, course or AI tool. |
AGI editorial interpretation
Two ways this could unfold
If AI adapts well, it may make useful practice easier to find. If it supplies answers too early, independent understanding needs a separate check.
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