ATRUVAI PUBLIC RESEARCH

Memory and adaptation

Memory separation and metaplastic fluid control

Memory separation prevents similar names or contexts from collapsing into one private trace. Fluid control lets runtime rules adapt while bounded NoGo pressure suppresses irrelevant learned rules.

recall_u = 1[δ_CA1 < ε] r̃_u η_eff(t) = η₀ / (1 + κθ_M(t))

Public interpretation

This note presents a public-safe mathematical view of Zarvok as a private individual AI runtime. It intentionally avoids internal ports, private infrastructure coordinates, secret artifact hashes, and operational deployment details.

Key points

  • The separator keeps identical entity names privately scoped.
  • Metaplastic thresholds reduce overactive learning.
  • Adaptation is runtime control, not base-model retraining.

Claim boundary

ATRUVAI describes this as software runtime architecture. It does not claim biological life, legal personhood, subjective consciousness, or absolute privacy.