Sometimes there is just no way to know (or verify) what happened, and you have to deduce.

This ties into my original point. Once you can’t verify what happened and are reporting your deductions, you are invariably introducing your opinions. I would prefer to read “we don’t know what exactly happened, but what we do know is X” rather than “we know X, therefore Y must also be true” without any way to actually verify Y.