
The phenomenon where sophisticated language models demonstrate a significant degradation in information retrieval from the center of a document represents one of the most persistent hurdles in modern computational linguistics. While the industry has celebrated the expansion of context windows reaching millions of tokens, the practical utility of these vast spaces remains compromised by a structural weakness often described as










