Ive noticed that when I have the armamentarium on with the perk to carry more heavy weapons ammo that every time i die I lose a chunk of heavy weapons ammo in PVE. I have only tested this with one gun, swarm, and it doesnt seem to matter if its at max capacity (115) or only half full, I will lose ammo on death.
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Same here, but I lose it in between activities too.