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DeepSeek just challenged a ten-year-old assumption in AI design. Instead of scaling models by piling on more layers, parameters, or data, they introduced a new way to scale how information flows inside a model. In this video, we break down DeepSeek’s Manifold-Constrained Hyper-Connections (mHC), why earlier attempts failed, and how this ...
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