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Frontier Lag: A Bibliometric Audit of Capability Misrepresentation in Academic AI Evaluation
LLM evaluations in applied domains tend to reflect models that were already outclassed at time of publication. We observe a publication elicitation gap: the distance between the AI systems generating the results reported in an academic paper and the AI systems that a current reader of that paper wou
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