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Dylan Patel

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AI infrastructure open weights export controls reasoning mixture of experts AI geopolitics

Across 1 conversation, Dylan Patel ranges across AI infrastructure, open weights, export controls. DeepSeek's R1 model is 27 times cheaper than OpenAI's o1 model, costing $2 per million tokens. NVIDIA's H20 chip, despite having lower FLOPS than the H100, performs better on reasoning tasks due to higher memory bandwidth.

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DeepSeek's mixture of experts model activates only 37 billion of its 600 billion parameters, demonstrating a significant reduction in compute costs compared to traditional models.

#459DeepSeek, China, OpenAI, NVIDIA, xAI, TSMC, Stargate, and AI Megaclusters

NVIDIA's H20 chip, despite lower FLOPS, outperforms the H100 in reasoning tasks due to its superior memory bandwidth, highlighting the importance of architecture in AI performance.

#459DeepSeek, China, OpenAI, NVIDIA, xAI, TSMC, Stargate, and AI Megaclusters

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