• Nvidia controls both its GPUs and CUDA, giving it a killer advantage. CUDA makes it easy to reap the benefits of the hardware that Nvidia makes. One of the reasons for Nvidia's dominance is its years and billions of dollars in investment into the CUDA ecosystem. It may be possible in the future for competing projects to take over, but it will take quite a while for the impacts of Nvidia's heavy long-term strategy to go away.

    Hi Impact
    Monday, March 25, 2024
  • NVIDIA's dominance in the AI space continues to be secured not just by hardware, but by its CUDA software ecosystem and proprietary interconnects. Alternatives like AMD's ROCM struggle to match CUDA's ease of use and performance optimization, ensuring NVIDIA's GPUs remain the preferred choice for AI workloads. Investments in the CUDA ecosystem and community education solidify NVIDIA's stronghold in AI compute.