AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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H3-World, an efficient framework that turns the 33B MiniMax-H3 video generator into an interactive world model, and introduces temporal attention routing, which restricts each instruction to its intended time interval and reduces control leakage across actions.
CG-MAR is proposed, a community-reasoning-enhanced multi-agent recommendation framework driven by LLMs that adopts a candidate closed-loop strategy and a deterministic five-agent pipeline consisting of retrieval, listwise reranking, pairwise tournament refinement, verification, and memory.
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