> They test algorithms, dynamic programming, or how to deal with ambiguity for an incredibly under specified problem.

I've been doing this for 25 years now and I've never had to implement an algorithm[1] from scratch or do any dynamic programming. I'm not entirely sure I'd consider myself "clueless" because of that.

[1] In the traditional computing sense of the word