Joint Optimization of Tool Creation and Use for Large Language Model Agents

Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen +2

Tool-augmented language models are bounded by the APIs humans bothered to write; existing tool-creation systems patch this by prompting a frozen LLM at inference time, leaving the…