Well, now Google has officially announced that favicons on some text ads are the real deal. Google said:
Today we’re happy to share the introduction of favicons to our text ads. A favicon is a small graphic that an advertiser can use to brand their website, such as their company logo.
Here is a screen capture:
Google said you should expect a positive impact on user experience and publisher earnings.
Forum discussion at Google+.