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    homo silicus?](https://www.nber.org/papers/w31122)** Horton, J. J. (2023).
    National Bureau of Economic Research.
 
+LLMs, notably GPT-4 using ToT prompt, can simulate simple auction experiments in
+line with theoretical expectations
+
+- *[The nuances of large-language-model-agent performance in simple English
+  auctions](https://www.academia.edu/download/112356998/13_231004_2023_Jan_Reg_Nuances_of_LLM_Performance_English_Auctions_Parady_USA_Published.pdf)**
+  Lamichhane, B., Palardy, J., & Singh, A. K. (2023). Empirical Economics
+  Letters,2(1).
+
+Generative consultants as economic agent with limited agency.
+
+- **[Generative AI as Economic
+	Agents](https://doi.org/10.1145/3699824.3699832)** Immorlica, N., Lucier,
+	B., & Slivkins, A. (2024). SIGecom Exch., 22(1), 93–109. ACM, New York, NY,
+	USA.
+
 AGENTBENCH is a systematically designed multi-dimensional evolving benchmark for
 evaluating LLMs as agents which measures a significant performance gap between
 these top-tier models and their OSS competitors.