An indexed repository of technical manuscripts, architectural white-papers, and formal evaluation reports published by the AANOX institution. All manuscripts are peer-monitored for structural integrity.
This flagship paper investigates the formal transition from stochastic token approximation to deterministic epistemic stability within recursive cognitive architectures. We present a rigorous analysis of the Epistemic Pattern Engine (EPE) and its role in detecting semantic drift through axiomatic signal entanglement.
Exploring the application of Topological Data Analysis (TDA) to knowledge representation. We demonstrate how GeomDB utilizes Vietoris–Rips complexes to identify stable, high-dimensional causal structures, moving beyond the "Cluster Fallacy" of vector-based storage.
An analysis of energy-scale reasoning cycles and the relationship between logical complexity and thermodynamic cost. We demonstrate how AION utilizes Energy-Proportionality to scale its reasoning effort proportionally to the complexity of the task.
This paper details the GeoPress architectural pattern for hard-gated orchestration. We analyze the transition from unconstrained agentic execution to a governed surface model, where every action is audited against institutional policy manifolds.