But the other part is you using a pruned node means you’re trusting a third party
Did you mistype something? Pruned node download and verify whole blockchain, so it doesn't trust any 3rd party.
Mixed up by me, only with SPV clients that one needs to full rely on other full nodes. And since it’s a third party then it is a risk trusting them. Definitely off topic on the discussion of prune nodes