The phrasing is very precise here, it’s the first TPU for _the age of inference_, which is a novel marketing term they have defined to refer to CoT and Deep Research.
> first designed specifically for inference. For more than a decade, TPUs have powered Google’s most demanding AI training and serving workloads...
What do they think serving is? I think this marketing copy was written by someone with no idea what they are talking about, and not reviewed by anyone who did.