Technically, drinking too much water can actually kill you. So, not entirely untrue about plain water not being dangerous to ingest.
In fact, "pure" water" is actually a bad thing to drink. It may refresh, but without the electrolytes that are normally found in drinking water, it can cause some nasty problems.