Google might very well have given that add -10k LarryPoints. It just had to compete with the other paid ads, and there were none. So it won.

Google is capable of automatically crawling websites and running a full virus-and-maleware-scan sweep. Especially for their ads. But they don't do this at all AFAIK. Probably not worth it.