We've known this for a looong time, it's just that it's so damned complex that we have trouble grappling with it.
And let's not forget the rest of the cell and all of the information encoded at the protein/messenger level.
The "machine" you are referring two, can be a set of enzyme complexes which performs the DNA transcription, as you said at the messenger RNA level.
I just completed a reasonably advanced course on computational biology and I was still taught that although we have found noncoding DNA performing functions, the majority of our DNA is both noncoding and not used for anything (i.e. evolutionarily obsolete, transposons, etc).
http://www.princeton.edu/~achaney/tmve/wiki100k/docs/Noncodi...
Properly referred to as "noncoding DNA"... until it is proved to be coding something.