Evaluating LLM-Based Grant Proposal Review via Structured Perturbations

William Thorne, Joseph James, Yang Wang +2

As AI-assisted grant proposals outpace manual review capacity in a kind of ``Malthusian trap'' for the research ecosystem, this paper investigates the capabilities and limitations…