Are Tools All We Need? Unveiling the Tool-Use Tax in LLM Agents
arXiv:2605.00136v1 Announce Type: new
Abstract: Tool-augmented reasoning has become a popular direction for LLM-based agents, and it is widely assumed to improve reasoning and reliability. However, we demonstrate that this consensus does not always ho…