Groq is a company that specializes in developing hardware for artificial intelligence (AI) and machine learning (ML) applications. Founded by ex-Google engineers, Groq focuses on creating advanced computing solutions to improve the efficiency and speed of AI and ML workloads. The company's approach involves a unique chip architecture designed to streamline the processing of complex computations, aiming to deliver faster and more predictable performance for a range of applications, including autonomous driving, data analysis, and cloud computing services. A key innovation by Groq is its Tensor Streaming Processor (TSP) architecture, which addresses the challenges of data processing speed and efficiency in AI and ML tasks. The TSP architecture is engineered to minimize data movement—a significant bottleneck in traditional computing environments—thereby enhancing the performance of AI systems. Groq's technology supports the ambition to process vast amounts of data swiftly, positioning the company as an influential entity in the AI hardware sector. Groq's efforts in developing scalable and efficient computing solutions reflect its contribution to the broader field of artificial intelligence and machine learning, catering to the increasing demand for high-performance computing across various industries.