Unverified50% confidenceFactExact time
LLM的上下文窗口从数千token扩展到数十万token，使模型得以看到整个代码仓库而非单个文件片段
1
Sources
50%
Confidence
Long-term
Relevance
7/6/2026
First Seen
Sources
AI原生团队实践：Anthropic工程师效率如何提升8倍
bilibili超音速海啸6/22/2026
Related Claims
UnverifiedThe context window of LLMs has expanded from the early 4K tokens to hundreds of thousands of tokens, enabling models to maintain state across complex multi-step tasks75% similarUnverifiedLarge model context windows have expanded from 4K tokens to 128K or even longer, enabling models to understand the code structure of an entire project.71% similarUnverifiedWhen models with hundreds of billions of parameters process a 128K context window, KV Cache can occupy tens of gigabytes of VRAM.70% similarVerifiedThe context window of large language models has expanded from 4K to the million-token level.69% similarUnverifiedEven models that support a 200K token context window are unable to load all files at once when faced with large codebases (hundreds of thousands of lines of code).68% similar
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