Kurdish kitchens, baked bean alaska and Mexican soul: the best spring cookbooks for 2026 – review

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Case Study #4 revealed a failure mode unique to multi-agent communication: the agent read its own prior messages in a shared Discord channel, interpreted them as coming from a second instance of itself and began posting source code to compare with its perceived twin.

Chengshuai Zhao, Zhen Tan, Chau-Wai Wong, Xinyan Zhao, Tianlong Chen, and Huan Liu. SCALE: Towards Collaborative Content Analysis in Social Science with Large Language Model Agents and Human Intervention. 2025. URL https://arxiv.org/abs/2502.10937.,更多细节参见美洽下载

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马琳,专栏作家,多年从业经验,致力于为读者提供专业、客观的行业解读。

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