Ship single k=8 discriminative model (host 0.993/0.990, engineered 0.919/0.896, 5-class 0.708); breaks adversary at order 7

Remove version label; flatten phrasing

Add defensive half: Carbon-8B resists the composition-matched adversary (0.53 -> 1.00 at order 5+)

Add ADVERSARIAL.md