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The article presents a research finding that saturating an LLM's context window with benign narrative text can dominate the attention mechanism and shift latent trajectories, potentially bypassing alignment guardrails without traditional jailbreaks. It argues that current alignment methods are a superficial fix for a fundamentally fluid architecture.