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DeepSeek Engram: We’ve Been Building LLMs Wrong

23.4K views
•
January 19, 2026
by
Prompt Engineering
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DeepSeek Engram: We’ve Been Building LLMs Wrong

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There's one big problem with large language model based on the transformer architecture. They're fundamentally wasteful when it comes to computation. So every time an LLM recalls a simple fact something like Paris is the capital of France, it runs through a dozens of transformers when it could just look it up like a dictionary. This is the core ins... Read More

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