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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

Kabir Moghe

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Preprint Jul 2026

Cost-Effective Agent Harnesses for Abstract Reasoning and Generalization on ARC-AGI-1

This work introduces an Explorer-Definer Pipeline that separates pattern discovery from executable transformation synthesis, implemented as a two-stage agent pipeline, and presents the Reflective Orchestrator, which augments the pipeline with autonomous exploration of new transformations when previous hypotheses fail on training pairs.

Kabir Moghe, Peter Chin · 0 citations

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