Building an AI hardware edge

A place with deep semiconductor expertise is trying to convert that advantage into leadership in AI chips, computing infrastructure, and applied AI services. Map the ingredients of an AI hardware ecosystem: specialized chips, advanced packaging, power and cooling, data-center investment, talent pipelines, and partnerships with foreign firms. How should governments and firms divide responsibilities, and what would distinguish a temporary boom from a durable innovation cluster?