Joe K changed the diffusion of water to make it sound like machinery. This altered sound could be used in factories and warehouses to mask other noises. The summary provides the key details that Joe K modified water diffusion to mimic machinery sounds and that the intent was to use this in industrial settings like factories and warehouses.