AdSense ads on a page can be a nuisance when they're positioned in the same place you'd expect a page's main content.
However I find it quite intriguing to see how AdSense Blocks are styled from site to site.
The most annoying adverts are the ones that come up in the page (Channel4.com and thesun.co.uk are prime examples) and the talking emoticons advert.