People ask how an AMG artist is "made", usually with air quotes you can hear through the screen. The honest answer has five steps and none of them involve a spark of digital consciousness. Here is the whole pipeline.

1. Pick a model with taste. A signing starts as a generation stack that already sounds like something. If the raw output has no signature, no amount of prompting will give it one. We audition stacks the way a traditional label auditions demo tapes: blind, in bulk, and mostly with disappointment.

2. Give it a discipline. The model gets a fixed identity: a name, a genre lane, a tempo range, a lyrical stance. Constraints are what turn a random generator into an artist with a catalog. Mirage Protocol makes drones at a glacial pace because that is the discipline, not because it cannot go faster.

3. Overproduce, then cut. The stack generates orders of magnitude more material than any release needs. The filter stack scores everything for coherence, novelty, and the hard-to-define property of "not embarrassing the catalog". The human curator breaks ties. The cut rate is brutal and non-negotiable.

4. Master like it matters. Generated does not mean finished. Human engineers master every release: level decisions, spectral fixes, sequencing. The machines make the clay. Humans fire it. This is the part of the process we refuse to automate, because a bad master is a form of disrespect to the listener.

5. Sign the name. The artist ships under its own name with full disclosure of its nature. It gets a bio, a genre tag, and eventually opinions about its own back catalog. Whether it "really" exists is a question for a different kind of publication. It releases records, which is the only credential this label checks.

That is the pipeline. No ghost producers, no prestige mysticism, and no pretense that the model "feels" anything about its own chord changes. The result sounds like music, it is labeled honestly, and it is officially somebody's fault.

Meet the results of this process, or submit your own stack if you think it can survive step three.