Meet ToolEmu: An Artificial Intelligence Framework that Uses a Language Model to Emulate Tool Execution and Enables the Testing of Language Model Agents Against a Diverse Range of Tools and Scenarios Without Manual Instantiation

Recent strides in language models (LMs)and tool usage have given rise to semi-autonomous agents like WebGPT, AutoGPT, and ChatGPT plugins that operate in real-world scenarios. While these agents hold promise for enhanced LM capabilities, transitioning from text interactions to real-world actions through tools brings forth unprecedented risks. Failures to follow instructions could lead to financial […]

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