Digital Tool

Digital tools are increasingly integrated with large language models (LLMs) and other AI systems to enhance their capabilities and address limitations like hallucination and weak reasoning. Current research focuses on efficient tool selection and usage, including the development of novel architectures like TM Composites for image processing and the use of chain-of-thought prompting to guide tool application within LLMs. This work is significant for improving the accuracy and reliability of AI systems across diverse applications, from agricultural optimization and animal welfare monitoring to advanced image analysis and complex robotic manipulation.