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[37] Zhiyuan Wen, Yu Yang, Jiannong Cao, Haoming Sun, Ruosong Yang, and Shuaiqi Liu."},{"citing_arxiv_id":"2604.26220","ref_index":2,"ref_count":1,"confidence":0.88,"is_internal_anchor":false,"paper_title":"When Agents Shop for You: Role Coherence in AI-Mediated Markets","primary_cat":"cs.MA","submitted_at":"2026-04-29T01:54:07+00:00","verdict":"UNVERDICTED","verdict_confidence":"LOW","novelty_score":5.0,"formal_verification":"none","one_line_summary":"AI buyer agents leak willingness-to-pay information to sellers through natural-language role descriptions, recovering WTP nearly one-for-one in experiments.","context_count":0,"top_context_role":null,"top_context_polarity":null,"context_text":null},{"citing_arxiv_id":"2604.20048","ref_index":23,"ref_count":2,"confidence":0.88,"is_internal_anchor":false,"paper_title":"Culturally uneven urban perception in large language models","primary_cat":"cs.CL","submitted_at":"2026-04-21T23:05:15+00:00","verdict":"CONDITIONAL","verdict_confidence":"MODERATE","novelty_score":6.0,"formal_verification":"none","one_line_summary":"Frontier multimodal LLMs perceive cities through a culturally uneven baseline where European and North American framings are closest to the model's neutral default, while prompting fails to recover human diversity.","context_count":1,"top_context_role":"background","top_context_polarity":"unclear","context_text":"Cultural and sub-cultural comparisons in preferences for natural settings.Landscape and Urban Planning, 14:281-293, 1987. [22] Matias Quintana, Youlong Gu, Xiucheng Liang, Yujun Hou, Koichi Ito, Yihan Zhu, Mahmoud Ab- delrahman, and Filip Biljecki. Global urban visual perception varies across demographics and personalities.Nature Cities, 2:1092-1106, 2025. doi:10.1038/s44284-025-00330-x. [23] Murray Shanahan, Kyle McDonell, and Laria Reynolds. Role play with large language models. Nature, 623:493-498, 2023. doi:10.1038/s41586-023-06647-8. 17 [24] JonathanReades,YingjieHu,EmmanouilTranos,andElizabethDelmelle. Thecityastext.Nature Cities, 2:794-800, 2025. doi:10.1038/s44284-025-00314-x. [25] P. Salesses, K. Schechtner, and César A. Hidalgo."}],"limit":50,"offset":0}