Rushd (رشد): A Reasoning AI System

Large Language Models (LLMs) have demonstrated remarkable capabilities across diverse domains, yet general-purpose models often lack the depth required for specialized reasoning tasks. The Hayula Ecosystem addresses this through a multi-model architecture of 14 specialized systems, each focusing on a distinct domain. This paper presents Rushd (رشد, meaning "rationality" in Arabic), the reasoning and logic specialist.