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.
The actual achievements should be grounded on the [Action]/[Action Input] and the [Observation]s instead of the [Final Answer]
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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.