AI is starting to rewrite the software that made Nvidia untouchable

Nvidia’s CUDA moat faces its first real threat: AI itself

AI agents can write CUDA-equivalent software in 10 hours, threatening Nvidia's two-decade moat as buyers shift from training performance to cheaper, chip-agnostic inference. Verification and optimization remain bottlenecks where CUDA dominates; the moat may shrink but not break.