You're right, but learning can take place when you need it. There is no real advantage to learning something ahead of time. The bottleneck is having awareness of what is out there to learn. You can't learn about what you don't know exists. Looking at calculus solutions all day should give a sense of what calculus can be used for, so that it is in your back pocket when the time you need it comes.

Well, at least it used to be the bottleneck. Nowadays you can just ask an LLM. For all their faults, they are really good at letting you know about what tools exist in out there in the world, surfacing more than you could ever come to know about even if all you did was read about what exists all day, every day.

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dyauspitr an hour ago | parent [-]

I believe to count as an expert on something you need to have a ready compendium of knowledge ready to go. It becomes very hard to tackle problems or gain deep insights if you don’t already have knowledgeable people that have thought deeply about a particular space. Maybe when we have supremely reliable LLMs that can replace humans we might not but we’re not there yet.

	▲	9rx 12 minutes ago \| parent [-]
		> I believe to count as an expert on something you need to have a ready compendium of knowledge ready to go. You are certainly headed in the right direction, but not quite. To be seen as an expert in the eyes of others you need to have had a vision for something and to have successfully executed on it. If the vision was dependent on calculus, then you will have reached a point where you had to learn something about calculus, of course... But that's different to having a taskmaster tell you to learn calculus for no apparent reason. Even if you follow through and built up a huge wealth of knowledge from it, you would still not be deemed an expert by others. You're no different than an encyclopedia, which isn't an expert either. It is being able to see things others can't and the ability to act upon it that makes an expert. Learning taking place when you need it isn't the same as never. > Maybe when we have supremely reliable LLMs that can replace humans we might not but we’re not there yet. Frankly, even Page Rank already replaced humans for this. But LLMs are even better at it. Humans are just that poorly performing. Like I said before, even someone doing nothing in life but looking for what exists in the world could not take in as much as databases that have indexed every written thing.