Nvidia CEO: DeepSeek has driven an explosive rise in AI computing demand.

GateUser-6433627c · 2025-05-21T02:11:05+00:00

NVIDIA CEO Jen-Hsun Huang pointed out that the open source release of DeepSeek R1 has driven the widespread application of inference AI technology, accelerating the demand for computing. New models such as OpenAI's o3, DeepSeek R1, and xAI's Grok 3 showcase AI's shift from perception to inference models that require enhanced computing capabilities. These models can solve complex problems, make strategic decisions, and apply logical reasoning, but they require several times the computational power compared to traditional inference AI. Therefore, the demand for inference is rapidly rising, necessitating large-scale training and customized models.

GateUser-6433627c

2025-05-21 02:11:05

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On May 21, NVIDIA CEO Jensen Huang said that the open-source release of DeepSeek R1 has driven the widespread adoption of inference AI technology and accelerated the need for computing. Models such as OpenAI’s o3, DeepSeek R1, and xAI’s Grok 3 demonstrate how AI can move from perceiving and generative models to long-term thinking inference models that require significantly enhanced computing power. These models can solve complex problems, make strategic decisions, and apply logical reasoning, but each task requires 100 times more computation than traditional inference-based AI. “The scale of post-training and model customization is huge, and the computational effort can be orders of magnitude higher than before training,” Huang said. Our inference needs are accelerating, driven by expanded testing times and new inference models."

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