Seo spam

does anybody well know about Google SEO spam??
I heard that if you use spam on your site, they lower the rank of you site, so your site doesn’t get listed up top.
is this true?
do you know any sites that got really punished?
or, do you know any famous big companies that do this?
how about any site with spam?
if you know, I would like to know.