I hate 'that' vs 'which' as I too have no idea when to use one or the other and will happily interchange them.

I'm probably annoying someone by doing it - the same way I get annoyed by 'loose' and 'lose' - thats just lazy IMHO.

"The wheel came loose"

"I win, you lose"