Unverified50% confidenceFactExact time

In large language models, more input tokens cause more dispersed model attention, potentially causing key information to be overlooked

1

Sources

50%

Confidence

Medium-term (~90 days)

Relevance

7/2/2026

First Seen

Valid until: 9/30/2026

Sources

Claude Code Skill Mechanism Explained: Progressive Loading & Practical Creation Guide

bilibili土木ai提效大古6/7/2026

Related Claims

Unverified当前大型语言模型存在上下文窗口限制和注意力衰减问题，即使支持200K token上下文窗口，窗口中间的信息也容易被忽略77% similar Verified大语言模型在长时间对话中会因上下文窗口限制而丢失早期信息75% similar Unverified当前大型语言模型在同一上下文窗口中处理所有输入信息时，缺乏区分信息来源和权威级别的内在能力75% similar

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