What I really want is the "Always Deny" button. twitter.com, for example, asks this question five times per page load.
That was a KeyChain access problem. When I deleted the Keychain rule, the dialog went away.
Again, learning that looking at the root of a problem, even when a minor annoyance, is worth the time spent.