8legs: Jen-hsun huang

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CUDA Proves Nvidia Is a Software Company

Nvidia’s CUDA is described as a platform of software libraries that significantly speed up AI operations.
The article argues CUDA creates a lock-in: modern ML frameworks run on CUDA, making AMD and others underperform in practice.
OpenCL and ROCm are noted as weaker challengers, limiting Nvidia’s rivals in the AI software race.
The piece credits Nvidia with hiring more software engineers than hardware experts, reinforcing its software edge.
DeepSeek and PTX are cited as examples of how deep CUDA levels go in optimizing GPU tasks.
The article frames Nvidia as closer to a software company than a traditional hardware maker.
CUDA’s impact persists across AI workloads, helping Nvidia retain AI leadership despite competitors.
The piece notes CUDA and Nvidia’s ecosystem have endured competition from industry rivals while maintaining leadership.
The article marks CUDA’s platform approach as central to Nvidia’s AI-enabled computing dominance.
The article concludes Nvidia’s moat is largely about software, not just hardware prowess.

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