Why does my keyless remote entry/alarm reset itself?

I have a 2002 ford mustang. I have to program the remote to the cars factory alarm system every time. It will only stay programmed for an hour or less. It is not the remote because I've tested it on another ford vehicle and the battery is still good. Also the theft light sometimes stays on and sometimes it will blink.

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