In their 2024 International Conference on Machine Learning paper, Monitoring AI-Modified Content at Scale: A Case Study on the Impact of ChatGPT on AI Conference Peer Reviews, Weixin Liang, Zachary Izzo, and their coauthors built a statistical method for estimating how much text in a large collection had been substantially written or rewritten by a…
AI agents have shown great potential in automating real-world tasks, such as conducting a Google Search, reading local computer files, or executing generated Python scripts. To achieve such agentic workflows, LLMs need to learn how to use tools correctly and efficiently. To teach large language models tool uses, we need datasets of tool-use chains and…
