I once saw a very bright light on a moonless night shining right at me. I thought it was another aircraft heading towards me with his landing light on. I preemptively advised ATC of the other traffic in sight and they told me nothing was out there. But it was right there, right in front of me! Then I noticed it wasn't moving at all. After a while I realized what it was. Venus. Duh.