Air-Gapped AI: Architecting for Disconnected Environments

ABSTRACT –  Deploying Large Language Models (LLMs) in environments with zero internet connectivity presents unique challenges in orchestration, updates, and inference. This paper outlines our methodology for deploying “Sovereign Intelligence” within...

Empathy as an API: Designing Fyn’s Interaction Model

ABSTRACT –  Can an AI truly be empathetic? As OpenAI prepares to launch its next-generation “empathetic” models in late 2025 1, the healthcare industry faces a critical question: is simulated empathy enough? This paper deconstructs the “Empathy...

Context Engineering for Multi-Jurisdictional Compliance

ABSTRACT –  As regulatory frameworks diverge globally, static rule-based systems are failing to keep pace. This paper explores how Context Engineering allows agentic AI to dynamically adapt to local compliance requirements without the need to retrain core...