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Yes, that will break Gravatar since its algorithm uses the hash of the entire address to find your image.

I found the culprit: my ad-blocker (Ad Muncher)'s blacklist has picked Gravatar up somehow.

I'll contact Ad Muncher and alert them to the problem.

Add your commented email address to your Gravatar account.