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RichardKennaway comments on A Proof of Occam's Razor - Less Wrong
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In getting to some of those things, there are some more basic subjects that would have to be mastered:
Algebra: giving names to unknown numerical quantities and then reasoning about them the way one would with actual numbers.
Calculus: the relationship between a rate of change and a total amount, and the basic differential equations of physics, e.g. Newtonian mechanics, the diffusion equation, etc.
If this all seems like a lot, many people spend until well into their twenties in school. Think where they would get to if all that time had been usefully spent!
Why is all that physics necessary? I'm not seeing it.
Practical examples. Not many people are going to plough through abstract mathematics without them.