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state-of-the-art systems

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  1. AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments

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    The paper presents AgentGym2, a new evaluation framework for language models (LLMs) that are increasingly being used in real-world production environments. Most existing benchmarks evaluate these models in simplified…