> rapid advances in chipmaking

Maybe it's a nit, but the advances are in how the chips access memory and are networked together.

> In reality, not all of the AI quintet’s servers would be useless after three years, let alone 12 months. They can keep performing oodles of non-AI work.

Not really. The AI servers are essentially useless for non-AI work.