That doesn't follow though.

If I am not mistaken, government gives tax breaks or subsidies to induce private firms to enter the market and build capacity.

The only reason investors are building capacity today, is because the demand for data centers is projected to go up.

What happened at the start of electricity, is different from what happened when it was to scale. The nature of the good decides what the most efficient form of production is advisable.