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Hong-Wei Xue

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Preprint Aug 2026

Business Arena: Benchmarking LLM Agents in a Realistic Marketplace

Business Arena, a controlled environment where an AI agent runs a cross-border shop, buying from suppliers and selling to buyers over a long horizon, is introduced, taking a first step toward a realistic and trustworthy testbed for evaluating end-to-end business agents.

Yijun Pan, Yu-Kun Lian, Kun-Yu Shi et al. · 1 citation

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