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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

Rui Yang

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#artificial intelligence Preprint Oct 2026

TradeWar: A Benchmark for Execution-Grounded Trade Negotiation with Adaptive LLM Agents

TACTIC (Trade-aware Adaptive Consolidation and Theory-of-mind for International Commerce), an agent that iteratively refines its negotiation strategy across episodes-without updating base LLM weights-by leveraging prior experience, opponent behavior, and past settlement outcomes is proposed.

Xiang-Yu Kong, Rui Yang, Xiao-Ou Hou · 0 citations

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