It can not solve it by a long shot.

I tried your prompt, and interestingly enough it got the correct answer (16 mins) but the reasoning was very weird, using logs and whatnot

So it still uses up 10s of MB waiting for you to login. But that’s a far cry from the 100’s of MB if you do login

Thanks that clears things up a lot. I’m going to try it. And then I’ll look into maybe killing the login screen once I’ve ssh’ed in.

How do you run headless to save on the excess ram of the GUI? I’ve looked for on google but there only tutorials about screen sharing.