3. Broad utility using LMMs with image analysis regarding 1D and 2D Nuclear Magnetic Spectra (NMR), a mass spectrum, and a chemical reaction recommendation derived from Organic Letters, Journal of Medicinal Chemistry, Molecules, and PNAS was performed by 3.5 Sonnet at nearly perfect scores, as judged by a human researcher. Text based prompts with supplementary papers using document retrieval of ESI-MS parameter troubleshooting, mass spectrometry m/z standard deviation calculations, and enzyme interaction inquiries saw high ScholarGPT and ChatGPT-4o scores from two AI judges in .