alt Hacker NewsA very honest take. They tried something, it showed a very small improvement, and they acknowledged it. Acknowledging that the cause appears to be a lack of engagement agrees with my own experience. You can give students great tools but that doesn’t make them interested in math. Khanmigo might be a good tutor but it won’t help unless you’re chaining kids to a desk and not letting them leave until they finish some quota of problems.
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It probably isn't a good tutor, I'm using frontier SOTA models and whenever I ask them to explain anything they don't consider my question and don't display any understanding but just spam out unrelated simplistic metaphors, can only imagine how much worse the models the kids had access to were, LLMs don't have understanding and can't fake it either, there's no conception of how a memory might be formed or something might be understood, without that qualia it can't be a good teacher it can only output text that looks like it might be a good explanation until you read it
My strongest subjects where I showed the most interest were based on like 25% natural interest and 75% how I vibed with the teacher and they vibed with me, atleast in High School.
University is definately more interest based but my success was still very influenced by the quality of instructor. The materials and methods are important but not nearly as much as the quality of instructor.
"the cause appears to be a lack of engagement"
"...unless you’re chaining kids to a desk and not letting them leave until they finish some quota of problems."
Uhm, hey, could we talk for a quick minute after this meeting? No, no worries - it's just that the other teachers and I were wondering if we could have a quick chat about what "engagement" means :)
Humor aside, your point is very valid - interest in a topic is often a prerequisite to someone engaging with a topic. Even stuff like "I hate this class, but I gotta do well if I want to become a doctor someday" is based on an interest in that longer-term goal.
I wondered how he didn't see this coming from a mile away, but in looking up more about Sal Khan himself, the surprising thing is that he never had any 'normal' teaching experience, and that explains everything. In a normal classroom, good kids don't need teachers. You could give them a book (or some Khan Academy videos, or a reliable LLM) and they'd learn the material far faster than you can teach it. Now let's talk about the other 95% of kids...
Those other 95% are going to generally have either a lack of motivation or a lack of intelligence. And for these kids a good teacher can do a lot, but actually teaching the material itself is a relatively small part of it. It's about giving them that motivation, or adjusting the material for slower students. And most importantly, it's about doing all of this without making it apparent that you're doing this, since keeping it feeling 'natural' is an important part of making it feel interesting and also helping to build a better rapport with the kids. That rapport/connection building is critical, and completely outside the domain of LLMs.