The first LLM speed advantage was obtained with the reading and summarization of 16 abstracts in the Introduction regarding general mAb productivity improvements by the manuscript author totaling 1217 words and 6673 seconds vs. the slowest generative AI model o1-preview summarization of 16 full papers at 10561 words and 528 seconds shown in Table . The generative AI results were obtained from Prompts A1, B1, and C1 at a multiplier speed of 110x.