This artifact defines Adversarial Pattern Recognition (APR), a governance‑layer discipline for detecting and interpreting adversarial dynamics across human and machine substrates. APR provides a taxonomy of adversarial patterns, emotional‑substrate indicators, operator‑state transitions, and governance implications for non‑deterministic systems. This is a public‑safe edition containing conceptual and structural elements without operational thresholds or sensitive detail.
Narnaiezzsshaa Truong (Thu,) studied this question.