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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Ashutosh Hathidara

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#artificial intelligence Jun 2026

ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs

This work introduces ToolSense, an open-source LLM-powered diagnostic framework that takes any tool catalog as input and automatically generates three benchmarks: a Realistic Retrieval Benchmark (RRB) with queries at three ambiguity tiers, an MCQ probing benchmark, and a QA probing benchmark.

Ashutosh Hathidara, Sai Shruthi Sistla, Sebastian Schreiber et al. · 2 citations

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