Google's TPU split says the next AI hardware race is about specialized infrastructure for agents, not one-chip-fits-all bragging rights
Google's TPU 8i and 8t launch matters because it shows hyperscale AI hardware is fragmenting into purpose-built systems for inference agents and giant training workloads rather than one generalized compute story.

































