How Does the Transformer Architecture Work, and What Is Its Main Bottleneck?
The AI Transformer architecture is one of the most influential breakthroughs in modern artificial intelligence. It powers today’s large language models, state-of-the-art translation systems, generative AI tools, and multimodal applications that combine text, images, audio, and video. Yet despite its success, the Transformer has a fundamental bottleneck that increasingly limits how far it can scale. … Read more