[dangoldin]

Yea it's a bit tough to figure out the precise language for my point so that's why I wanted to show an example but that wasn't that much better.

I guess it does translate into something more along the lines of having something that you can explain and back up vs something that feels right. Having some basic heuristics to adjust the algorithm would be the latter but modeling out the actual environment would be the former. There's a time and a place for both but the idea is that for longer term projects you want to take the more rigorous, more difficult approach.

I think the biggest value is framing the problem properly and understanding the space. Once that's done the approaches can be modified and switched around pretty easily.