tpu technology

TPU technology, or Tensor Processing Unit, is a custom application-specific integrated circuit (ASIC) developed by Google to accelerate machine learning workloads. Discussions on WindowsForum.com cover Google's TPU advancements, including the Gemini 3 and Ironwood chips, which are reshaping cloud AI economics by lowering inference costs and reducing latency. These TPUs offer an alternative to GPU-dominated cloud environments, with implications for enterprise IT and cloud customers. The technology originated as an internal solution for voice search and has evolved into a full-stack proposition combining silicon, software, and distribution. Topics include how TPUs compare to GPUs, their role in AI inference, and their impact on hyperscaler competition.