Why Memory Bandwidth, Not Compute, Determines LLM Inference Speed 16 May 2026·493 words·3 mins LLM AI Hardware TPU Memory Bandwidth Mixture of Experts Inference Latency Large Language Models KV Cache Autoregressive Models AI Performance