custom-designed tensor processing units, now in their fifth generation, offering price/performance advantages for specific workloads - **AWS Trainium and Inferentia** — custom chips designed for ML training (Trainium) and inference (Inferentia) at lower cost than NVIDIA GPUs - **Azure Maia** — Micro