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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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Pranil Raichura

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Preprint Jul 2026

Measuring Cross-Task Behavioral Consistency in Language Model Agents

It is found that consistency is not reducible to success rate, since systems with comparable success can differ sharply in consistency, and that the frontier-versus-open-source consistency gap persists under a within-task control that holds task difficulty constant.

Amritesh Banerjee, Pranil Raichura · 0 citations

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