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Naw. Even soaking chips lessens the quality of the smoke. Take a piece of wood that's burning, throw some water on it. Smell the smoke. Smells like crap. All those wet chips degrade the quality of the smoke by creating steam that chokes the burning lump that it contacts. Smells like a wet dog that rooted through an old camp fire.