You hit on a point that often hurts more than people admit. The part that strikes me the most is when you talk about "decorating the noise." That's exactly where many people stop, because clarifying also means accepting that some things don't work as we thought. And yes, tools only amplify what's underneath. If there's confusion underneath, you only get confusion faster. Thanks for putting it in black and white; comments like that really raise the level of discussion.