It didn't occur to me to click on "latest stable release"; in fact I hadn't noticed it was even a hyperlink. I generally look for hyperlinks containing verbs, or words like "instructions", or things related to what I want to do, not random nouns that have something to do with what I'm about. Therefore my eyes were initially drawn to the next short paragraph: "If you'd like to start using Debian, you can easily obtain a copy, and then follow the installation instructions to install it." I read that bit, and decided it didn't relate to me because it was all about installing from scratch. If there'd been a bit next to that saying "Alternatively, if you're upgrading from an earlier release, do read the release notes or things might go horribly painfully wrong", I'd have noticed immediately.
I'm not sure how to re-structure the front page to improve this.