In a working market, we won't run out of power, but power becomes so expensive that it's no longer viable to use most of the GPUs. The boom shifts to power generation instead, and we will have a similar article "The power investment boom", where people will debate that we will stop building power plants because we've simply run out of GPUs to use that power.

Fortunately we're also electrifying transportation so there will be no shortage of demand for electrical power generation.