fiddlemath comments on Learned Blankness - Less Wrong
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"People who can't or won't think for themselves" is how a friend of mine characterised his customers as a freelance Windows NT admin (a very good one - and good NT admins aren't cheap). "There's a lot of money in sewage."
Outsourcing thinking to anyone who can be convinced or coerced into doing it seems quite common to me. People will so often do things just because someone else demands it of them. I have commented before on how my ridiculously charming daughter [1] is remarkably creative in intellectual laziness, and how I have to be sure not to let her get away with it. She will damn well learn not to be lazy just because she can!
I blank on programming, which is not so good for a sysadmin to a development team. I don't write anything more than shell scripts and I have the algorithmic insight of someone who doesn't. I suppose I should learn more.
Too many people consider computers malevolent boxes of evil completely unamenable to any rational consideration, even in theory. Your "Sandra" example is many programmers I've worked with.
[1] and it works on people other than me, e.g. the man in the coffee shop at 5pm yesterday she asked to get her a babycino (frothy milk with chocolate on top). He switched the machine back on after he'd switched it off and cleaned it just because the cute little girl asked for a 50p drink.
I'm a researcher in programming languages, and I've dabbled a little in discrete math and algorithms research. Though my advice may be a little slanted, "algorithmic insight" is what I'm most expert in. Perhaps, then, the following is right.
If you "blank" on programming, but already know system administration and shell scripts, then the "lack" you're describing is probably pretty small.
I strongly believe that what might look like "algorithmic insight" is mostly the product of obsessively picking apart designs and implementations - not just computer programs, but any engineered mechanism. It's a great habit to inculcate, and (I think) leads naturally to gradually understanding how everything works.
I bet, though, that you could massively boost your own algorithmic insight by the following program of reading and practice:
I'd mix these activities all together. Learn algorithms and languages by implementing with them; learn the techniques of good implementation by implementing interesting algorithms and programs that you want to exist, and (eventually) solving problems with code.
fiddlemath originally sent this as a private message, and I suggested they post it publicly because it is an excellent comment! I might even do some of the stuff in it ...