Cerebras is developing large computing chips designed for artificial intelligence (AI) and deep learning applications, like natural language processing (NLP), computer vision, and high-performance computing (HPC). The company claims that it's systems can train large-scale and complex AI workloads while allowing researchers and commercial companies to build large language models (LLMs) without royalties.