Adds G16 homeostatic regularization that penalizes training observables drifting from calibrated set-points. All 6 scalar signals use pinned device-mapped memory (zero memcpy). Targets self-calibrate via EMA during epochs 1-5, then freeze. Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>