The Sequence AI of the Week #851: DeepSeek-V4 and the Architecture of Million-Token Intelligence

DeepSeek released DeepSeek-V4, which is notable for its ability to handle a one-million-token context window efficiently rather than just by scaling. This matters because it addresses practical challenges in long-context reasoning through innovations like new memory hierarchies and attention mechanics, making advanced AI capabilities more accessible and economically viable for developers.

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