Paper Citation Record · LEDGER

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

As of 7 August 2026, this Paper Citation Record lists 79 of 79 outbound references and 8 inbound Pith citation observations for arXiv:2507.15815.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2507.15815 v1

Coverage vector

measured 79 of 79 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:28:47.821767Z

measured 87 of 87 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+00:00

measured 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T22:44:40.577581Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

79 of 79 outbound references displayed

verified exact6
verified fuzzy13
unresolved60
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 77a2104e-d244-40d2-854b-85d0efe645a1 · outbound

This paper cites Project Sid: Many-agent simulations toward AI civilization.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Project Sid: Many-agent simulations toward AI civilization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:40.289647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b73432c-2146-4345-86f6-146f5751f591 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:56.496986Z

Source-reported events for the cited work

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Observation 72a5844a-5a1e-4282-8e18-777e361d331b · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:56.339108Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e2603783-d403-45dd-823e-5b8693acbfc9 · outbound

This paper cites Stackelberg POMDP: A Reinforcement Learning Approach for Economic Design.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Stackelberg POMDP: A Reinforcement Learning Approach for Economic Design

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:40.605933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ed8e51b-e402-44cc-9e1a-4869040c87db · outbound

This paper cites Brero, E.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Brero, E

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:56.164085Z

Source-reported events for the cited work

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Observation c084781d-64e5-478d-9a94-c4ee959ce950 · outbound

This paper cites Language Models are Few-Shot Learners.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Language Models are Few-Shot Learners

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:40.853140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91b135cb-d9fe-4f55-acf9-b03a98e67345 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:56.056170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f4a84539-524d-42c3-a702-24476a2f25d7 · outbound

This paper cites Large Population Models.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Large Population Models

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:28:49.195826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 570a75a8-dd5d-4665-8c39-b59d69e605f6 · outbound

This paper cites On the limits of agency in agent-based models.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra On the limits of agency in agent-based models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:41.159731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4f0102e-9ff9-43f6-bb0d-648e3de0084f · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:55.888114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 324b81c7-cb74-4cbf-a26b-c69727b3c918 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:55.584823Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a0742953-863c-40ea-be97-92cc1e74db67 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:55.484882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d6c227ed-1d03-4878-90cd-fe6c1bcc90e1 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:55.353725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e857db5c-bf38-4948-ab9b-83c128cde11a · outbound

This paper cites The Llama 3 Herd of Models.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra The Llama 3 Herd of Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:41.691216Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8797bfca-3f02-42fa-bbf9-277803dbd355 · outbound

This paper cites Duetting, V.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Duetting, V

Reference 15

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7fa4c4cf-899f-494a-a26e-2633a984b7f9 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:55.030154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b1f154dc-1b2e-4d59-950e-43818ce394be · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:54.911769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation af0dc5b4-27d8-4af1-be75-2517745611ca · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:54.765902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6bacaa48-b2da-445a-9bf2-4aa70ba0a491 · outbound

This paper cites Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Alphazero-like Tree-Search can Guide Large Language Model Decoding and Training

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:42.237425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c032603-e570-4a06-8d29-73791bff4a0d · outbound

This paper cites Natural Language Reinforcement Learning.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Natural Language Reinforcement Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:42.368027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f89ba4ef-04fd-4a1d-902d-8361f49c7aa5 · outbound

This paper cites Fleurbaey.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Fleurbaey

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:54.660393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 558a914e-2739-4bc2-8e56-7ac222bc0074 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:54.534024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 464e5082-dc64-4079-8f72-ea19e0e9e7da · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:54.420396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a9186d42-e494-48e2-b301-171b8606fe31 · outbound

This paper cites Reasoning with Language Model is Planning with World Model.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Reasoning with Language Model is Planning with World Model

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:42.844145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61857b3e-0e87-409e-832f-6cdf9a786f0c · outbound

This paper cites Hoderlein.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Hoderlein

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:54.252797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cadaef42-1c2f-4032-a7e8-fbaee8cd3f3e · outbound

This paper cites A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra A Two-Timescale Framework for Bilevel Optimization: Complexity Analysis and Application to Actor-Critic

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.076329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9537f5f-5f75-4bc8-8958-bbcae3062775 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:54.128940Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3174fefd-212b-42f5-b84f-5fbeeeb28d50 · outbound

This paper cites A Survey on Large Language Model-Based Game Agents.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra A Survey on Large Language Model-Based Game Agents

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.257834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84758ed6-8129-4b97-923b-30ab4f6e2386 · outbound

This paper cites Ilut and R.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Ilut and R

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:53.877454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a94ecba6-1f0b-4093-b1d3-2b4698a06eab · outbound

This paper cites Playing NetHack with LLMs: Potential & Limitations as Zero-Shot Agents.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Playing NetHack with LLMs: Potential & Limitations as Zero-Shot Agents

Reference 30

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:28:48.929933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 683c881f-6ba4-4750-bc05-faf21f9a9e10 · outbound

This paper cites Pok\'eChamp: an Expert-level Minimax Language Agent.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Pok\'eChamp: an Expert-level Minimax Language Agent

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.540532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 395ebe7e-bb63-45b4-bdfe-8a918f69e06b · outbound

This paper cites Motif: Intrinsic Motivation from Artificial Intelligence Feedback.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Motif: Intrinsic Motivation from Artificial Intelligence Feedback

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:43.636971Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7b1181f-1550-4e6a-9681-cb203824e85f · outbound

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LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks

Reference 33

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64888fbe-9705-48ca-b9c1-ab3b1c7e1bfb · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:53.578066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0787c4f5-08c9-493f-9c7e-00b1f0c3c715 · outbound

This paper cites In-context Reinforcement Learning with Algorithm Distillation.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra In-context Reinforcement Learning with Algorithm Distillation

Reference 35

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d06639b-1eed-4d33-92df-319268d7ce1e · outbound

This paper cites Multi-agent Reinforcement Learning in Sequential Social Dilemmas.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Multi-agent Reinforcement Learning in Sequential Social Dilemmas

Reference 36

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Source-reported events for the cited work

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Observation b331b226-e8da-4bef-94c0-7392c341241b · outbound

This paper cites Societal and technological progress as sewing an ever-growing, ever-changing, patchy, and polychrome quilt.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Societal and technological progress as sewing an ever-growing, ever-changing, patchy, and polychrome quilt

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:44.148429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c9a604c-5fad-4908-a5aa-c93711dfbf13 · outbound

This paper cites Do LLM Agents Exhibit Social Behavior?.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Do LLM Agents Exhibit Social Behavior?

Reference 38

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Source-reported events for the cited work

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Observation cd412b47-55ac-461e-8630-5536a67bd23d · outbound

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LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Reference 39

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f30bf112-7fb7-4325-bd63-e02e391f3a41 · outbound

This paper cites What Makes Good In-Context Examples for GPT-$3$?.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra What Makes Good In-Context Examples for GPT-$3$?

Reference 40

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64a059cc-0a55-401b-b33a-8c2e2797045e · outbound

This paper cites AgentBench: Evaluating LLMs as Agents.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra AgentBench: Evaluating LLMs as Agents

Reference 41

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38e2fd36-bfde-4cf9-83f7-72e3ab7bfee1 · outbound

This paper cites Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:44.717890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed8f630d-b9b6-46b3-83b1-dc5b6a6d9e35 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:53.374233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6bf66a7a-551c-4cf5-b666-cc0175c5ea58 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:53.069181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3bfceea8-54db-4020-a84b-fc9f492f4214 · outbound

This paper cites LASER: LLM Agent with State-Space Exploration for Web Navigation.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra LASER: LLM Agent with State-Space Exploration for Web Navigation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.006677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 586183d7-d6bd-4604-98e1-8c51d10f2db8 · outbound

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LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.190061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6b8ccc2-5242-428f-b792-9fcad1c843d7 · outbound

This paper cites Maliar and S.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Maliar and S

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:52.794201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 76b2318a-dcbd-4485-959f-485da72c2cfe · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:52.523493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 73a41d75-e5a3-47fd-8e90-9182410c4780 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:52.355111Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fa9305a9-5d38-4091-a26d-aa1b90e3b75d · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:52.098604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation bf4f44f9-f1b7-4858-8599-ef475c9f8be0 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:51.800467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b6635fd3-7a0b-453a-be8b-4d9842493670 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 52

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:51.667302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 981418f6-b0d5-49b8-8672-c37bdd9ff3ec · outbound

This paper cites A Survey of In-Context Reinforcement Learning.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra A Survey of In-Context Reinforcement Learning

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:45.819093Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63619e3f-ba4f-42f5-b821-a4ba48dcd14f · outbound

This paper cites Monea, A.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Monea, A

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:51.495881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e7306036-4111-4a0d-85ed-29f684b5d1db · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:51.339321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 11f478cb-a63a-42eb-8694-ffe743ee8e11 · outbound

This paper cites BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.099576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9132a318-e53f-4de4-8ba3-94fe847cc4d1 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:51.156481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d9760b88-8bcb-4f2c-9a7b-12d54d213a07 · outbound

This paper cites LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra LLM Agents Grounded in Self-Reports Enable General-Purpose Simulation of Individuals

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.308663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 809cfa59-f2a3-42b6-aa53-741a31a1c4d2 · outbound

This paper cites Rees-Jones and D.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Rees-Jones and D

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:51.012341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 53ec8bc1-4f27-4179-bc4b-2a9dd612c8b2 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:50.835216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a31b8d29-c8f1-4359-918a-03e8fbb0b4ab · outbound

This paper cites Saez and S.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Saez and S

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:50.582029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 82b7e100-383f-4769-8ef3-06a0c2a093b3 · outbound

This paper cites Demonstrations of the Potential of AI-based Political Issue Polling.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Demonstrations of the Potential of AI-based Political Issue Polling

Reference 62

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:28:48.610678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation be5a7ce9-6589-4e0a-bdee-07f3ede30f21 · outbound

This paper cites NICE: To Optimize In-Context Examples or Not?.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra NICE: To Optimize In-Context Examples or Not?

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:28:48.376829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 94d01e65-d3e6-414b-a924-2d29064e1032 · outbound

This paper cites Topsakal and J.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Topsakal and J

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:50.393096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f3efe2f5-77f7-41d5-87b8-8dc1b1aa99eb · outbound

This paper cites Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Building a Foundation for Data-Driven, Interpretable, and Robust Policy Design using the AI Economist

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:46.830388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 76c36aee-4e37-435d-903d-9b199e4ed5f7 · outbound

This paper cites Census Bureau.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Census Bureau

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:50.229807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b8dab420-7ac2-4f9f-a780-ce513d4190ee · outbound

This paper cites Von Stackelberg.Market structure and equilibrium.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Von Stackelberg.Market structure and equilibrium

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:49.991640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 991e447f-21f8-4af0-ac9e-f9774e2d6252 · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 68

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:49.781096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a29eacd0-37db-44ba-bc14-11c4dc1d1051 · outbound

This paper cites Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Will Systems of LLM Agents Cooperate: An Investigation into a Social Dilemma

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:47.107291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 833793e6-c0eb-4995-b43f-6bcfa2044967 · outbound

This paper cites Large Language Models as Optimizers.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Large Language Models as Optimizers

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:47.162031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ee7bf2d-20b7-4fb0-a48a-668c27d434e2 · outbound

This paper cites LLM Voting: Human Choices and AI Collective Decision Making.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra LLM Voting: Human Choices and AI Collective Decision Making

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:28:48.224680Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c6e54ed3-716b-4686-8698-2e38f6a3c68c · outbound

This paper cites OASIS: Open Agent Social Interaction Simulations with One Million Agents.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra OASIS: Open Agent Social Interaction Simulations with One Million Agents

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:47.339649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77c70e9e-4af0-4524-8a40-f82f1e66c0ca · outbound

This paper cites an unresolved cited work.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Unresolved cited work

Reference 73

Resolution: unresolved; raw_fallback, observed 2026-08-06T15:28:49.631271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9722c16f-d2d8-4076-b99c-176cd038f246 · outbound

This paper cites LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra LLM as a Mastermind: A Survey of Strategic Reasoning with Large Language Models

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:47.573392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82cc89ee-5aa8-4929-83a4-769380264056 · outbound

This paper cites The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:47.642493Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f26a0e76-edb5-4816-bfdd-136535a72683 · outbound

This paper cites Zheng, A.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Zheng, A

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T15:28:49.384385Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 708ea285-38e2-435b-be8a-253444cfae16 · outbound

This paper cites Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:47.783363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35e127d6-832b-4dc2-96bd-185020740d4d · outbound

This paper cites Reflect-RL: Two-Player Online RL Fine-Tuning for LMs.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra Reflect-RL: Two-Player Online RL Fine-Tuning for LMs

Reference 78

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:28:48.007290Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6f83ee66-2079-47d1-84a0-7c0aa94d5e78 · outbound

This paper cites URL https://www.science.org/doi/abs/10.1126/ science.ade9097.

LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra URL https://www.science.org/doi/abs/10.1126/ science.ade9097

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-06T15:28:41.980321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation c3651483-6542-4e83-a2f2-021fba7ae985 · inbound

Evaluation of Agents under Simulated AI Marketplace Dynamics cites this paper.

Evaluation of Agents under Simulated AI Marketplace Dynamics LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:35:23.416863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 07b43dde-1897-44cb-ba86-3a81eee0ee14 · inbound

CoopEval: Benchmarking Cooperation-Sustaining Mechanisms and LLM Agents in Social Dilemmas cites this paper.

CoopEval: Benchmarking Cooperation-Sustaining Mechanisms and LLM Agents in Social Dilemmas LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:28:38.705418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7f190a7a-589c-4082-81dd-2c9058d2d6fc · inbound

Continual Harness: Online Adaptation for Self-Improving Foundation Agents cites this paper.

Continual Harness: Online Adaptation for Self-Improving Foundation Agents LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-12T06:56:26.983933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f5bf1e05-8730-4d79-a17c-3da01f854a63 · inbound

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems cites this paper.

FlowSteer: Prompt-Only Workflow Steering Exposes Planning-Time Vulnerabilities in Multi-Agent LLM Systems LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:07:09.017324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0d065ef0-1204-45fd-8a3f-b7eb02864a44 · inbound

Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling cites this paper.

Predicting Decisions of AI Agents from Limited Interaction through Text-Tabular Modeling LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:12:17.442465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b8c9b739-edae-437f-93f6-e498d7f128d8 · inbound

Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces cites this paper.

Agent Bazaar: Enabling Economic Alignment in Multi-Agent Marketplaces LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:28:19.096520Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 02a8168d-7b0d-4c86-b59e-da1e9f2661a7 · inbound

Healthcare Mechanisms from Policy-as-Code Search under Strategic Provider Response cites this paper.

Healthcare Mechanisms from Policy-as-Code Search under Strategic Provider Response LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-01T19:25:59.908199Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 62221609-af43-4ea8-a313-9a2d92f23018 · inbound

Learn to Match: Two-Sided Matching with Temporally Extended Feedback cites this paper.

Learn to Match: Two-Sided Matching with Temporally Extended Feedback LLM Economist: Large Population Models and Mechanism Design in Multi-Agent Generative Simulacra

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-07-02T12:36:56.405310Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.