DeepSeek's AI models demonstrate remarkable efficiency in training and inference costs, achieving competitive performance with leading models while using constrained hardware. The company's innovations in model architecture and infrastructure optimization, particularly with H800 GPUs, show that high-performance AI development is possible despite hardware limitations. Their open-source approach and breakthrough in pure reinforcement learning for reasoning capabilities signals a potential shift in AI development paradigms.

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