1. Evaporative cooling / cooling towers
This is the traditional cheap-and-efficient answer in a lot of large cooling designs. It works. That is not the issue.
The issue is that it works by deliberately losing water to the air. At gigawatt AI scale, that becomes a public water issue.
Water loss: very high. For a 1 GW full-wet thought experiment, evaporation alone is roughly 35 million litres per day before site-specific factors.