While large language models are impressive and yield many functional benefits in narrow tasks, they fundamentally lack understanding and reasoning capabilities. Expanding these models alone is not sufficient for achieving artificial general intelligence. We need breakthroughs in other areas of AI that incorporate cognitive architectures, common sense reasoning, and more sophisticated forms of learning and adaptation.