Google launched the TPU 8t and 8i processors at Cloud Next to address diverging AI workloads. These chips split focus between high-performance training and efficient inference. Thomas Kurian reports that 75% of Google Cloud customers now run AI in production. This hardware pivot allows developers to optimize costs based on specific model deployment needs.