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Kimi K2, DeepSeek-R1 vibe check and Google’s data center investments

Mixture of Experts

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Innovation Through Resource Limitations in AI Model Training

This chapter delves into the idea of efficiency in model training, emphasizing how limited resources can lead to creative breakthroughs. It highlights innovations from Kimi K2 and DeepSeek, including the Muon optimizer, and contrasts the efficiency mindsets of American companies with those of smaller entities that thrive in resource-limited situations.

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