The rise of artificial intelligence in a world overwhelmed by data has created new imperatives in how machines interpret, transmit, and act upon information. At the core of this technological evolution lies the powerful framework of communication and information theory. Originally developed to improve electrical transmission systems, these theories now underpin some of the most advanced AI...