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Loc Truong

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#machine learning Preprint Aug 2026

The Calls are Coming from Inside the Model: Investigating Probe-based Detection of Tool-Calling Errors in LLMs

Overall, it is found that probing is an effective means to catch a range of different tool-calling errors, including errors arising from using an argument that has the wrong value but the correct type, which might not be recorded by standard logging frameworks.

Eric C. Yeats, Brendan Kennedy, Loc Truong et al. · 0 citations