AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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This work proposes a synthetic, simulation-driven framework for studying knowledge insertion in LLMs, and introduces {\sc ParallelEvents}, a benchmark of fictional yet realistic future worlds that generates coherent event trajectories for controlled evaluation, avoiding contamination while preserving consistency.
Doc-CoB (Chain-of-Boxes), a simple-yet-effective framework that integrates coarse-to-fine layout-aware visual reasoning into multimodal large language models, and introduces two reasoning tasks for box recognition and box reasoning.
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