Posted by Brajeshwar 8 hours ago
If we're lucky, LLMs force people to put more effort into assignments and grading and then that would help kids learn to learn as well.
There's also the fact that kids are being taught the very basics, the sorts of things increasingly intelligent models are most likely to be able to solve first. I don't think there's any level of effort that can be put into designing assignments to get around this.
Similar to how teachers haven't really been able to do anything to stop kids from sticking their algebra problems into wolframalpha or other tools besides just making them do the work in class (which then cuts into teaching time).
Beyond a certain point, all that can be done is for teachers to try to instill the importance of practice into students, and for parents to be more proactive in monitoring how their kid is doing their homework.
Maybe we'll see an increase in after-school classes for kids to do homework in, under teacher supervision.
I'm afraid it might be exactly opposite. Having all the knowledge at hand. all the time will lead to knowledge atrophy. Just like it already happens with ability to travel without navigation.
I hope somebody figures this out but I don't know what the solution looks like.
1. Have the kids learn new things 2. Have the kids reach a desired level of competency
Learning happens where you are at, not where the teacher wants you to be. Every student is at a different place in understanding. It's impossible without 1-on-1 instruction to really maximize learning.
Competency is only determined via testing. Learning doesn't require testing at all, you can just speak to a student to get a good idea if they're making some progress, any progress. Competency? That basically demands a test, because it has a particular bar in mind.
Now students know they need to pass the bar, somehow, but the anxiety of that is going to cause issues with them just trying to learn. This is unfixable though, because the outside pressures demand students have some level of competency otherwise teachers are viewed as failures.
It's amazing what kids can learn if they just spent a little bit of time with a 1-on-1 instructor/advisor. The anxiety you mentioned can be crippling and something I deal with regularly. Even some of the "gifted" kids (perhaps due to the expectations) have trouble avoiding the trap of overindexing on productivity/competency metrics. They're not even self aware of it, just accepts it as normal.
For most kids I have to go through the exercise of separating these two concerns, the learning part and the signaling part, early so they can put things in perspective.
Simply showing a learner a few slides on spaced retrieval will not cut it.
https://techxplore.com/news/2025-09-google-ai-scientist-gene...
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