Executive Summary In an era dominated by hyper-connectivity, the demands on our wireless communication networks are growing exponentially. With billions of Internet of Things (IoT) devices, autonomous systems, and high-definition streaming platforms constantly consuming data, our traditional radio frequency (RF) networks—commonly known as Wi-Fi—are reaching their physical limits. This bottleneck is known as the “spectrum…
Despite their remarkable capabilities, today’s AI systems face profound technical, operational, and societal hurdles that threaten to limit their potential Introduction: The Gap Between Promise and Reality Large Language Models have achieved what seemed impossible just a few years ago. They can write poetry, generate code, pass professional exams, and engage in conversations that feel…
How reducing numerical precision is making AI faster, smaller, and more deployable than ever Introduction: The AI Size Problem Artificial intelligence models have grown at a staggering pace. In just a few years, we have gone from models with millions of parameters to those with hundreds of billions—and beyond. A single 70-billion-parameter model can occupy…