Standard Kernel

About Standard Kernel

Standard Kernel is building AI infrastructure with AI, focusing on automatic generation and optimization of low-level kernels that execute on hardware accelerators like GPUs and TPUs. The company emphasizes high-performance kernel implementations for operations such as matmuls, convolutions, and attention, aiming to reduce development cycles and unlock silicon capabilities. With a research-driven background from leading institutions and industry experience, they pursue kernel generation at a near-metal level (CUDA+PTX) to maximize efficiency and broaden applicability across AI workloads and hardware. They are actively involved in advancing AI kernel generation research and benchmarking, and are seeking to grow the team to push performance boundaries.