When a GPU training server gets compromised, the first question is always: what credentials were on that box, and where could they go? SSH keys scattered across hundreds of nodes. Service accounts with static secrets. Nobody knows exactly what exists on which machines.

Hardware-attested credentials eliminate this question. Credentials bound to verified hardware cannot be extracted or moved. The trust anchor is silicon, not software.