Agentic AI Needs Different Silicon

This content highlights that Google's new TPU 8T and 8I chips are specifically designed for agentic AI, which operates in stateful, multi-step loops, differing from traditional stateless LLM inference. This represents a fundamental shift in hardware architecture, where the KV cache acts as persistent memory crucial for agents that reason and act over time.