Unverified85% confidenceFactExact time
A core limitation of current large language models is the finite context window
1
Sources
85%
Confidence
Long-term
Relevance
7/30/2026
First Seen
Sources
Can OpenAI's Most Powerful Agent Independently Run a Business? Real-World Testing Reveals the Answer
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VerifiedThe context window is the upper limit of text length that a large language model can process simultaneously; when the conversation history is too long, the model may fail to effectively attend to important early information, leading to hallucinations.76% similarUnverifiedLarge language models are limited by context window length, requiring external memory mechanisms to extend their memory capacity.74% similarUnverified传统n-gram语言模型只能捕捉局部词序关系，通常仅建模3到5个词窗口内的依赖关系71% similarUnverifiedCurrent large language models lack an inherent ability to distinguish the source and authority level of information when processing all input within the same context window.71% similar
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