Frontier Lag: A Bibliometric Audit of Capability Misrepresentation in Academic AI Evaluation.

arXiv:2605.04135v4 Announce Type: replace-cross Abstract: 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 th