The current state of NVIDIA’s CUDA ecosystem represents a fascinating case study in technological dominance and market dynamics. At its core, CUDA’s strength stems from more than just being a programming model - it encompasses a vast developer community and toolchain that supports various deep learning and high-performance computing applications.