Complex adversarial instructions induce positional collapse in LLMs, with extreme cases showing 99.9% concentration on a single response position and zero content sensitivity.
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Instruction Complexity Induces Positional Collapse in Adversarial LLM Evaluation
Complex adversarial instructions induce positional collapse in LLMs, with extreme cases showing 99.9% concentration on a single response position and zero content sensitivity.