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

David Gringras, Misha Salahshoor

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…