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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

Author

Sohaila Abdulsattar

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Preprint Aug 2026

On the Robustness of LLMs'Internal Representation of Code Correctness

This work studies an internal signal of code correctness that is able to judge candidate solutions better than the model's token-level or stated confidence, leaving open an important question: whether it reflects a robust property of the model or an artifact of that choice.

Francisco Ribeiro, Sohaila Abdulsattar, R. Gonzalez et al. · 1 citation

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