NVIDIA today released CUDA 13.1, which the company claims is "the largest and most comprehensive update to the CUDA platform since it was invented two decades ago." The most notable addition in this release is CUDA Tile, a new tile-based programming model. This new approach aims to provide developers with a refined method for parallel programming on NVIDIA GPUs, impacting how compute-intensive applications are designed and optimized.