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It usually happens when you enter Mission Control and an app opens in another space. Makes me wonder why Apple hasn't fixed it in ML.
 
Wondering that as well.

Apparently not only when apps are open in other spaces? As far as I can tell I'm not using any of the other spaces for anything....
 
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