the path I'm using in my link tag is the full path for http://joelbarsotti.com
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Your page source shows references to the 'working' form however I can see the favicon in both cases (
Lines from your page source,
link rel="shortcut icon" href="http://joelbarsotti.com/favicon.ico" type="image/vnd.microsoft.icon"