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There's a useful page on Privacy for Ads [google.com], however, this is not permanent opt-out.
For permanent opt-out you need an Advertising Cookie Opt-out browser plug-in. [google.com]
Forgive me if i'm a little techy about this, but, it seems like a lot of work, and it should be a lot easier, especially for the less net-savvy users.