You should use only fresh cold water in a filter coffee machine. There are reasons behind it. First is that your coffee maker assumes the water to be cold when poured. Second is that you need to achieve the perfect water extraction of flavor from your coffee. Lastly, freshly run cold water from the tap is much healthier as it collects all the leads and other things from the pipe.