New research explores uncertainty quantification for LLM function-calling. This work addresses the critical need for LLMs to express confidence in their tool-use predictions, especially for irreversible actions like financial transactions or data deletion. The proposed methods aim to ensure safer and more reliable autonomous task execution by LLMs.
Opening Kapyn…