I completely agree that a little bit of caution is important. That's not at all what the precautionary principle is. It says that before you do something, you must first prove that it's harmless.

This kind of proof is of course impossible, and in practice it means "never do anything".

The fun thing about is that people only advocate applying it to things they don't want to do, never on their own favorite projects