The dominant provider of AI hardware. Its GPUs (H100, A100, Blackwell) power the vast majority of AI training and inference worldwide. The CUDA ecosystem creates massive switching costs. NVIDIA's market cap exceeded $3 trillion, making it one of the world's most valuable companies, entirely due to the AI boom.
Graphics Processing Unit.
NVIDIA's parallel computing platform that lets developers use GPUs for general-purpose computing.
The processing power needed to train and run AI models.
A mathematical function applied to a neuron's output that introduces non-linearity into the network.
An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.
Artificial General Intelligence.
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