April 23, 2026

The Infrastructure Backbone of the Agentic Era: GPUs, TPUs, and the Dawn of Massive Computing Expansion

An exploration of the massive hardware scaling currently underway in the AI industry. This post covers Google Cloud's new serverless GPU support, the introduction of eighth-generation TPUs, and Anthropic's landmark agreement with Amazon to secure 5 gigawatts of compute capacity.

AIAgentsInfrastructureHardware

April 23, 2026

The Hardware Backbone of the Agentic Era: The Evolution of Custom Silicon and Serverless GPUs

An exploration of the massive infrastructure shifts required to power next-generation AI, including Google's new TPU generations and the multi-gigawatt compute expansions by Anthropic and Amazon. This post examines how specialized hardware like TPU 8t and Trainium2 are being purpose-built for training and inference.

AgentsInfrastructureHardware