For Part C, the author of the manuscript evaluated each digital spectrum and recorded IR and NMR peaks, resonances, or correlations in text format. Prompt 4 preceded this manual chain of data as an input to aid AI model compound generations. Prompt 4 -"Provide the compound name and stereochemistry with annotated substituents based on the molecular formula C 15 H 22 O 2 and provided data. Include all relevant information that was used to obtain your decision." Molecular structures were generated using openmolecules.org . Structures were then converted to images using Chemaxon's Marvin JS tool through RCSB PDB . Molecular formulas for generated compounds were created from PubChem searches. ChatGPT-4o was used as a research tool.