Groq has introduced a new type of AI processor, the LPU, which excels in language processing tasks and challenges the traditional dominance of GPUs. Although the LPU boasts advantages in efficiency and cost-effectiveness, its application scope is relatively narrow. Groq has provided a detailed introduction and explanation of the LPU's design and technology, showcasing its potential impact and future developments.