When you ‘forget device’ it only applies to the device you are pairing with.
If you are pairing with, say, your laptop you are forgetting any previous pairing of your hearing aid to that laptop.
You will not be forgetting or unpairing you aids from your phone.
In my experience (Paradise and Infineo) the phone pairing is extremely robust.
Jim