AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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It is argued that accurate citation requires a shift from similarity-based search to active, claim-level reasoning, and proposed ReCite, a decoupled agentic framework that orchestrates location perception, intent-aware query planning, and reflective verification.
This work introduces MMDS-Bench, a diagnostic benchmark for multimodal dynamic stance classification in social media parent-reply interactions, and evaluates 12 closed-source and open-source multimodal large language models and proposed reference-grounded LLM-judge protocol for assessing reasoning quality.
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