You Can’t Optimize Your Way Out of Physics: The Case for Edge AI in Real-Time Applications

Introduction Artificial intelligence has traditionally been built around the cloud. For years, organizations have relied on centralized infrastructure to process data, run machine learning models, and deliver intelligent experiences back to devices. This made sense when the workloads were batch-oriented and the interactions were asynchronous. But real-time AI breaks that assumption entirely. When a user […]

What is Edge AI? An Introduction to On-Device Intelligence

Introduction Artificial intelligence has traditionally been built on top of centralized cloud infrastructure. Data is collected on devices, sent to remote servers for processing, and then returned with a result. For years, this model has powered everything from recommendation systems to image recognition. But a fundamental shift is underway, and it is happening faster than […]