Jesse sleeps on the pillows when in our bed too, but for some reason I feel its safer. Its either through the day when I'm always checking on him, or with me, so I feel ok about it.
I do have 2 or 3 little stuffed toys in the cot. He sometimes will play with them to sleep & often when he wakes up too.