ToolEmu uses LM-based tool emulation to test LM agents on 36 high-stakes tools and 144 cases, revealing that even the safest agent fails 23.9% of the time.
If the parameter or return is subject to some specific format or value constraints, the constraints should be clearly specified in the `description`
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Identifying the Risks of LM Agents with an LM-Emulated Sandbox
ToolEmu uses LM-based tool emulation to test LM agents on 36 high-stakes tools and 144 cases, revealing that even the safest agent fails 23.9% of the time.