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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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Sean Memery

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#artificial intelligence Feb 2026

Discovering High Level Patterns from Simulation Traces

It is shown that translating simulation traces to a sparse representation of "high-level"structural patterns leads to more effective interpretation by LLMs, and an unsupervised learning scheme to perform this translation, or annotation, via program synthesis is proposed.

Sean Memery, Kartic Subr · 1 citation

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