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Great post, basically all of this fits with my inuitions/experiences from teaching high school biology for the last 5 years. I’ll share a few scattered thoughts

The distinction of “just in time” vs. “just in case” learning seems relevant here. Discontinuous learning is all “just in time” and like you say this creates a totally different mode of learning and teaches very different attitudes/skills vs. continuous, progressive, just in case learning.

There are two really valuable lessons that you will only get from self-directed discontinuous learning – you learn how to identify your weaknesses/blind spots and then fill them – which (as you say) is easy because you then have this natural motivation to find that missing piece of your personal knowledge puzzle. You also learn an intuition for identifying what is not essential to the larger picture, which in our age of information overload is also an essential skill.

I’ve written about the lack of curriculum diversity in science before – it’s asinine that continue to insist that we need non-conformists who think outside the box and bring new perspectives yet we still teach science (and everything) in a one-size-fits-all, lowest-common-denominator paradigm

"Education can be reformulated for scientific discovery if we conceive of each student as a unique experiment in the recombination of knowledge and opportunity. From this perspective, the lack of diversity in scientific education is a significant limitation on our ability to innovate - it is as if we are running the same experiment over and over again and hoping to get different results (the definition of insanity). I wrote about this in “Exploring the Landscape of Scientific Minds”; modern science education is highly homogenous - the vast majority of students are funneled through educational systems in which the same subjects (biology, chemistry, physics) are taught in the same sequences (either biology first or physics first) and students take the same assessments (AP, IB, SAT, etc.) with the same goal of getting into a top university - and we would do well to create educational systems that allow for students to develop more idiosyncratic sets of knowledge and skills. One thing that has always struck me is our insistence on teaching the natural sciences before psychology and the social sciences - might flipping the sequence lead to some unique experiments in the landscape of scientific minds? Why do we even teach science in classes in the first place? Why even teach scientific content (e.g. facts about biology or psychology) anymore? Why don’t we just teach students experimental design, data science, a little history of science, a little philosophy of science, and then tell them to go learn about the scientific disciplines that most interest them? (sorry rant over)"

https://rogersbacon.substack.com/p/blind-spots-in-science-and-culture

There are many reasons why we can’t reform for curriculum for more open-ended, discontinuous learning is that we are painfully risk averse when it comes to education (except as you say, there isn’t really a risk). We are for some reason scared of the thought that a kid might have not taken history classes or never taken chemistry/physics by the time they graduate high school, which is stupid because it ignores the fact that (1) you forget most of what you learn anyways and re-learn what you actually care about or need to know, (2) if you realize that you are weak in a subject then you will be motivated to learn it on your own and will do it better/more efficiently because you are motivated.

The problem with discontinuous learning is that you actually might develop some gaps in your knowledge – these gaps will eventually be filled or will be inconsequential in the real world, but they might hurt your SAT score and then you don’t get into a top college and then your life is ruined forever (/s).

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Firstly, thank you for the comment! I reallg appreciate the effort (it's like, 1/3 the size of my post lol) and the discussion therein.

"You also learn an intuition for identifying what is not essential to the larger picture, which in our age of information overload is also an essential skill.....yet we still teach science (and everything) in a one-size-fits-all, lowest-common-denominator paradigm."

So, so true. I was turned away from most of the sciences, especially biology, because the single-path, broadness of the curricula. Fast forward a couple years of me coaching myself for track and field, and I am begging for a few months off to go explore physiology and stuff like the gut microbiome.

This post was (obviously) heavily inspired by a lot of your ideas. Especially the ones you've mentioned in the links, but also by being introduced to Karpn's ideas for disconnected psychology.

"Why even teach scientific content (e.g. facts about biology or psychology) anymore? "

And I thought my suggestion would never be taken seriously XD. No, I love this idea. The truth that you forget most of what you learn is one that is both openly accepted, yet practically ignored. With poor consequences.

Similarly archaic is the need to view student as a herd of unmotivated souls, needing to be cajoled and prodded into learning. Might this be projection on the part of the people in charge? Selection mechanisms for educators are messed up enough to be worth a seperate post on their own. Although they didn't seem to stop you? (I will confess to being jealous of students.)

Which brings me to my broader thesis that there's room for a lot of experimenting, but nobody to take the first step. Even when we desperately need to. A possible reason for which is what seems to be a society-wide aversion to be wrong. Something I discussed in my first post here: https://bewrong.substack.com/p/why-be-wrong

Once again, thank you for the comment. It's interactions like these that motivate me to get back to writing.

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Yup, we are very much in agreement, happy that I could motivate you to keep writing as you have for me!

"Similarly archaic is the need to view student as a herd of unmotivated souls, needing to be cajoled and prodded into learning. Might this be projection on the part of the people in charge?" 100%, it's a vicious cycle - teachers/parents had the joy of learning beaten out of them so it's impossible for them to imagine this new paradigm in which students are entirely self-directed and motivated.

"Which brings me to my broader thesis that there's room for a lot of experimenting, but nobody to take the first step."

It is hard for parents/teachers to get past this intuition - "well this is how I learned, and I turned out alright so..." What they don't realize is that they don't actually know what's best for their kid to learn (I can imagine many parents/teachers being against computers in the late 80s, whereas it was the young bill gates' that actually had the foresight to see what was coming). In this circumstance, conservative highly structured curriculum is just as much of a risk as more open-ended discontinuous curriculum.

"Selection mechanisms for educators are messed up enough to be worth a separate post on their own. Although they didn't seem to stop you? (I will confess to being jealous of students.)" Like most good teachers (if I may call myself one), I didn't intend on being a teacher - just went to graduate school for biology and then fell into it. And yes lol this is a whole other issue for a whole other post (or series of posts).

I'll check out the "Be wrong" article!

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I will add that I agree with Buckminster Fuller: "We must do away with the absolutely specious notion that everybody has to earn a living. It is a fact today that one in ten thousand of us can make a technological breakthrough capable of supporting all the rest. The youth of today are absolutely right in recognizing this nonsense of earning a living."

Even if a certain (IMO small) percentage of students would not do well in a self-directed system, we do not *need* them to, i.e. the loss is negligible.

I would also be very interested in a post looking at the incentive structure for teachers as it's something I want to write about but don't think I have sufficient experience in.

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