Flowchart of the CPMI. (IMAGE) Beijing Institute of Technology Press Co., Ltd Caption Scientists at the Institute of Future Technology at Shanghai University have used large language models (LLMs) to improve the efficiency and effectiveness of robots performing complex, instruction-based tasks. Credit Yuan Zhang, School of Future Technology, Shanghai University Usage Restrictions News organizations may use or redistribute this image, with proper attribution, as part of news coverage of this paper only. License Licensed content Disclaimer: AAAS and EurekAlert! are not responsible for the accuracy of news releases posted to EurekAlert! by contributing institutions or for the use of any information through the EurekAlert system.