2. A human researcher judged ChatGPT-4o and L3.1-405B outputs based on single or triple Organic Syntheses document retrieval uploads, with ChatGPT-4o showing high scores of 9.5 and 9.4 across both one and three uploads . In the subsequent report, total syntheses from JACS, and Nature Communica-tions were analyzed using 5 OpenAI variants, with ScholarGPT having the highest average mark of 9.4 based on compound purity and yield inquiries. Total synthesis speed and cost questions were then answered by Meta and Nvidia models that were judged by an AI model with similar acceptable results .