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Afiya Noorain

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Preprint Aug 2026

Invocation-Level Reliability of Tool-Using Agents

This work measures a correct-invocation rate that separates the two, under both a clean teacher-forced context and the model's own free-running context, on five open-weight models over contamination-free multi-step tasks.

Afiya Noorain, Subhranshu Mohanty, Amritesh Banerjee et al. · 0 citations