We investigate the foundations of quantum information theory, focusing on quantum correlations, contextuality, and the mathematical structure of quantum mechanics. Our research explores how quantum resources can be characterized, quantified, and leveraged for computation, communication, and cryptography. The work combines rigorous mathematical methods with conceptual analysis to clarify the boundary between classical and quantum behaviors and to advance the theoretical underpinnings of emerging quantum technologies.