I have certainly had isolated incidents where the AMS stops trying to update filament info that is fixed by rebooting. Nothing consistent though to make a connection on what causes it to get in that funk.
Also, I have had 2 different rolls of Bambu filament have a bad rfid tag. Something to keep in mind. One of them was a trial roll that came with the X1CC.