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Notes on Schools's avatar

This is a very interesting reframing of the knowledge-skills 'pendulum', thank you. The idea that factual knowledge underpins and lays the foundation for later skill development is definitely something I have been keen to explore more. I’d be interested to hear your thoughts on whether you think all skills necessarily depend on a foundation of explicitly taught facts.

For example, when learning to drive, the skill seems to develop largely through the act of driving itself, rather than through learning isolated facts about how each part of the car functions.

I wonder if this touches on a slightly different distinction, between propositional (factual) knowledge and procedural (ability based) knowledge.

Would you see these as fundamentally linked, or are there cases where one can develop more independently of the other? Many thanks again

Dan Rogers's avatar

I’m finding this “debate” is coming up a lot in the discussions about the use of LLMs in education. A lot of people who are coming to my school to talk about these things, or books/articles I am reading referencing how they are going to change education (they will) seem to suggest that students will be able to access, format and essentially download knowledge so instantaneously via LLMs and such like, that our teaching will shift dramatically to more “skills based” tasks. I have found this borderline impossible to reason with as the skills that are being suggested we pivot to in the face of LLMs aren’t really possible without the students having at the very least a foundational knowledge level in the first place.

How can a student pick apart a piece of writing about a historical event that they haven’t produced themselves, without knowing about the events first, or having a strong enough level of vocabulary to examine it? The better they know the topic, the better their examination of it will be. These things take time to embed and there are few shortcuts to this, and I’m not sure that outsourcing the knowledge gain is especially possible or conducive to developing the skills we want our students to develop. LLMs will doubtlessly have a place in our education system - we’d be foolish not to use them - but I can’t help but think if we expect them to learn knowledge on behalf of the students that we will only serve to flatten the intellect of our students to society’s detriment.

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