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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

Akshata Kishore Moharir

Microsoft

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#natural language process... Preprint Aug 2026

Trace Integrity for LLM Data Agents: A Vision for Auditable Structured Reasoning in Real-World Systems

This paper introduces Trace Integrity, a deployment reliability criterion for evaluating whether the computation recorded behind an answer is explicit, executable, schema-valid, operator-faithful, replayable, answer-consistent, answer-consistent, and auditable.

Srimonti Dutta, Akshata Kishore Moharir · 0 citations

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