Topic: andrej karpathy
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Context Engineering: The Future of Coding
Context engineering is a systematic approach to structuring comprehensive inputs for LLMs, surpassing traditional prompt engineering by integrating documents, data, and tools for complex tasks. Industry leaders highlight context engineering as developer-centric, requiring pipelines that pull from...
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DeepSeek's Breakthrough: Supercharging AI Memory
DeepSeek addresses the "context rot" issue in large language models by converting text into image tokens, which preserves information while using significantly fewer tokens than traditional text processing methods. Their system employs a layered compression technique that stores older or less imp...
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