When targeted ads means seeing nothing but ads for TVs for the next month after buying a new TV, I'm willing to take my chances with the untargeted model.
I would call those ads irrelevant ads, and that's a failure in ad targeting today. It's not like ad publishers enjoy wasting money serving impressions to you once you buy the product and fulfill the need.