
Stop Guessing: A Plain-English Guide to What LLMs (Large Language Models) Can and Cannot Do
As technology leaders, we are constantly caught between AI marketing hype that promises effortless automation and the pragmatic reality of broken production deployments. The key to successfully shipping AI-powered software isn’t luck or aggressive prompt engineering—it’s having a grounded, technical understanding of what Large Language Models actually are. This guide cuts through the noise to define exactly what LLMs can do, where they fail, and how to architect reliable systems around them.












