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

David Gringras, Misha Salahshoor

Readers of applied-domain LLM capability evaluations want to know what AI systems can currently do. That literature answers a related, but consequentially different, question: what…