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Posted by Brajeshwar 8 hours ago

“Learning how to Learn” will be next generation's most needed skill(techxplore.com)
92 points | 58 commentspage 2
majormajor 7 hours ago|
"Teach to the test" started this a while ago - memorizing and then forgetting bullet points vs engaging more deeply with a subject.

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.

dotnet00 4 hours ago||
I think that's a somewhat unfair framing of the issue, since it isn't a lack of effort from teachers, but rather the pressures from higher levels towards increasing test scores. LLMs don't really change that.

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.

ArekDymalski 6 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.

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.

kg 5 hours ago||
With how rapidly LLMs are improving, I don't know how you would construct assignments that can't be solved relatively quickly by a student feeding it into a bleeding-edge LLM. Especially since teachers often aren't PhDs and are overworked, the idea of every class of students getting handed brand new problems that aren't in the training set feels far-fetched.

I hope somebody figures this out but I don't know what the solution looks like.

fzwang 7 hours ago||
I run a program for high schoolers to emphasize this skill. However, the entire K-University pipeline is designed around credentialism. Ie. do whatever you need to, cram/cheat/regurgitate, to get the rubber stamp. It's really hard to communicate the importance of self-directed education/learning how to learn when the vast majority of students' formal educational experiences tell them otherwise. Very frustrating but perhaps things are changing ...
voxl 6 hours ago||
School has two competing goals and this will never change:

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.

fzwang 5 hours ago||
I agree. Imo, #2 is becoming more of an emphasis over time. Teacher don't have much time/energy to pursue #1. Eventually, most of them stop caring and rely on testing metrics because that's what the admins want.

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.

calf 4 hours ago||
There's also the validity of learning methods, despite what studies may claim, there's no scientific "grand theory of meta-learning", and if ideas are misapplied/misused there's a risk of falling into scientism, which would be just as harmful as economically driven credentialism. At worst it is just the austerity version of education—learn it yourself because we can't afford the school resources to teach/coach/nurture subjects.
MaysonL 3 hours ago||
https://idriesshahfoundation.org/books/learning-how-to-learn...
obbie3 5 hours ago||
Learning is a nontrivial skill even though it has historically been treated as such. It requires an embodied understanding of concepts from basic cognitive psychology, expertise theory, behavioral-affective psychology, metacognition, and more. Until people stop with the platitudes of "learning how to learn is important" and start teaching/training the subject directly as a skill that must be acquired, this will not change.

Simply showing a learner a few slides on spaced retrieval will not cut it.

lemonberry 7 hours ago||
I'd place this skill, "Learning how to Learn", with Cal Newport's notion of "Deep Work". Part of me wants to say that the latter is a precondition of the former, but I'm not sure that's the case.
rolph 7 hours ago||
Google's top AI scientist says 'learning how to learn' will be next generation's most needed skill

https://techxplore.com/news/2025-09-google-ai-scientist-gene...

mightybyte 6 hours ago||
One of my favorite pieces on this topic is this talk "Stop Treading Water: Learning to Learn":

https://www.youtube.com/watch?v=j0XmixCsWjs

pdntspa 4 hours ago||
Leaning how to think critically is what the next genertion's most needed skill SHOULD be
singpolyma3 5 hours ago||
This is every generation's .ort needed skill
seydor 6 hours ago|
I think all knowlwdge "work" is bust. Selling knowlwdge will be like selling knitted socks.

People who do stuff will make money

kg 6 hours ago|
A lot of what people think of as "doing stuff" relies on years or decades of training and experience. When you pay someone to maintain part of your house or to create bespoke furniture or repair your car you're not just paying for labor, you're paying for labor from someone with knowledge and equipment.
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