AI & ML11 min readSpeculative Decoding Explained: Achieving 3x LLM Inference SpeedupsMemory bandwidth is the primary bottleneck for autoregressive LLM decoding. Learn how draft models generate token candidates verified in parallel by the target model.Dr. Sarah ChenAug 27, 2026