Interference Intelligence Layer (I.I.L.): A Homeostatic Architecture for Human–AI Joint Cognition

These documents describe the methodological and governance framework used in the Alliance Research Group projects, focusing on long-horizon human–AI collaboration.

Core elements include conflict-based reasoning (Arena), memory systems (Mnemosyne), verification protocols, operational security (OPSEC), and design philosophy emphasizing low-entropy cognition.

The materials are not theoretical results but infrastructural documentation intended for reproducibility, continuity, and responsible system evolution.