More likely the ones driving this "crazy train" will wear labcoats and look like doctors.

Most mutations are fatal, only a tiny fraction are improvements. I would guess the same will apply to GE. While someone may have a plan for a changing a lifeform, trying to get there may yield different results.

"Dr. Pandora, how is your project coming along?"