When considering feathers, they are typically covered with a hydrophobic coating (e.g. thin fatty film). Hence, the feathers are unlikely to get wet by themselves. 

Additionally, if a kilogram of feathers got wet (e.g. the coating failed), the absorbed water would add to mass, making it no longer a kilogram.
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