Author

Isham Kalappurackal Mansoor

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Preprint Jul 2026

Verified Tool Calls Improve LLM Agent Reliability Under Non-Atomic Failures

The findings suggest that strengthening tool interaction semantics is a promising direction for improving LLM agent reliability without requiring modifications to the underlying language model.

Isham Kalappurackal Mansoor, Abhishek Phadke, Pratip Rana · 1 citation