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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

John C. Mitchell

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2 papers indexed here

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Open access Oct 2026

Tracking Borrows with Regular Expressions

Safe systems languages such as Rust enforce an ownership discipline through types: every value has a unique owner, and the type system tracks borrows—references that provide temporary access to values without transferring their ownership. Borrow checking is a static analysis ensuring that no borrow outlives its owner a...

Todd Nowacki, Sam Blackshear, John C. Mitchell et al. · 0 citations
#artificial intelligence Preprint Sep 2026

How AI Coders Discuss, Disagree, and Reach Consensus: Challenges and Opportunities for LLM-Based Qualitative Coding

This work developed a literature-informed baseline pipeline that enables AI agents to independently code, debate, and reconcile disagreements, and revealed that coding accuracy depends on factors such as codebook length, qualitative data similarity, and agent disagreement.

Jeongyeon Kim, John C. Mitchell · 0 citations

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