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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

Dinu Țurcanu

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2 papers indexed here

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#large language models Open access Oct 2026

Kayenta AI Canary Judge: a model-agnostic remote judge and benchmark for automated canary analysis

A configurable remote judge for Kayenta that produces a canary verdict from a large language model or a vision-language model, three explicit hybrid policies that combine it with the genuine NetflixACAJudge verdict, a tuned statistical ensemble baseline, and a seeded nine-family fault-injection benchmark of 180 labelle...

Vlad-Stefan Dieaconu, Răzvan Rughiniș, Andreea-Loredana Dieaconu-Usurelu et al. · 0 citations
#large language models Dataset Open access Oct 2026

Result data for: Can Large Language Model and Vision-Language Model Judges Enhance Automated Canary Analysis? A Per-Family Evaluation Against Kayenta's Statistical Judge

Every result artefact behind the paper, in the directory layout the analysis code expects, together with the scripts that recompute the paper's tables from them and the analysis code that turns them into every number the article reports. The testbed that produced the measurements is the kayenta-ai-canary-judge reposito...

Vlad-Stefan Dieaconu, Răzvan Rughiniș, Andreea-Loredana Dieaconu-Usurelu et al. · 0 citations

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