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Paper Citation Record · LEDGER

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

As of 18 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 2026-08-18T06:34:40.430872+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.

source=pdf_text observed=2026-08-06T15:28:40.289647Z digest=sha256:a73d946cccab3b23934c5cf7cc7646b4b11aafc9910cc24c53c46f9f18867bbf

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

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:40.356944Z digest=sha256:c98c1dcd0434dd1e0c3ba2396a79b0943f2354e78ad15297a6d81a2e38fee440

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:40.467768Z digest=sha256:efb4c95f3cfce85cedcfc64d6c9ee78de5d545a6f8de6baed8f7e24d80ba47de

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.

source=pdf_text observed=2026-08-06T15:28:40.605933Z digest=sha256:2b95348f43bdd8b19d6c923b0811f22eb31bc9c7ef59f331422f16ce3c9ae62f

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

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:40.722853Z digest=sha256:9b4dfbc78cc6fbb550622de15548051e129d8f359345be7c5982ec8876d20025

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.

source=pdf_text observed=2026-08-06T15:28:40.853140Z digest=sha256:68e27710d30e22f6e1c17329b856ba6df59628fe5fc8c77441efe2e01dc321e5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:40.971499Z digest=sha256:9ddcfb1b1dc2213c19bb9524fad7357fe5ea364f4f2f2f97760d31e624be60d3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.067578Z digest=sha256:01cbc9268b94a71f8e9e6893d613d39b18b6092ffec3749078689c8d698673ed

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.

source=pdf_text observed=2026-08-06T15:28:41.159731Z digest=sha256:75c7a47423301cb65cdbb41d4f1c44959909a8664e2866cfc2f06c20f6f7415e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.295303Z digest=sha256:af41021818a8c4a3089ec88ee0755b3b6d6f57d9187aaff1a60a3d0ce93bcb2f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.409988Z digest=sha256:adaf55e7631feaaf2dbba03ed1af743681000f00ca2b5343a838c235160913d3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.492550Z digest=sha256:803656b8ae770cf0b455155b0efcc44e9c35715c38079cd283cfee5657622be0

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.596562Z digest=sha256:64523e38b5d95a3c4ee618fdd62a299ea70653ceb99efa20dbd5527846cef070

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.

source=pdf_text observed=2026-08-06T15:28:41.691216Z digest=sha256:b7190998a460ffb41e79f2d15b394b68fe5be169d852fcf42efebb418ac327c8

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:28:55.225358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.766073Z digest=sha256:0834a33d5f77b556db3bd2fd7cdfb0a079790c25a451c1b7d5e41204cff1131a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:41.865489Z digest=sha256:334a60430de581400e8a6f1cd146307517f846194bb1cb64f5c1d5f2ac41f400

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:42.055291Z digest=sha256:9e7c1a0fdd4d4827456995dda4b1f8e9af62be1e2442be5e42e21468791822a5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:42.152573Z digest=sha256:badedf4618b1e11766066956355bd2bdf1eca75979472b532825f70dc6525975

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.

source=pdf_text observed=2026-08-06T15:28:42.237425Z digest=sha256:c943c35bacf27f90e397116b62808d0cbdfbf1613cd8b757b808cb0f86845b6d

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.

source=pdf_text observed=2026-08-06T15:28:42.368027Z digest=sha256:433217cdd881c79c7f4231cd9e0d790a9c0f26d92c42a39a6c88b87ed0f75d3a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:42.466241Z digest=sha256:1e1b8ee5645d4e5a9c3390781d8c3a85b1ed83848d44c6169f6a78544029f1eb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:42.621696Z digest=sha256:95476453a4566592ff74e2f3d72dd496c64a9153bc9e8228e2c48f7d115d1b28

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:42.756429Z digest=sha256:96280fe9ec581c0f05b92cb4f8ef7e0f78829766776b511c93d50a4bb24f8f5f

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.

source=pdf_text observed=2026-08-06T15:28:42.844145Z digest=sha256:39d251470399232c941bf15ef7d29140eda1760b17cbd4adb49e3ff078bc34d5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:42.969165Z digest=sha256:a4af8243de0318ea7066608cac31cd83e74f77d73e3e79a30004c63d1f9a483e

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.

source=pdf_text observed=2026-08-06T15:28:43.076329Z digest=sha256:f7c6f9eb2c38179ae4789bca9c54e711d2b05518e3034ceadaa8109bf72deb35

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:43.176637Z digest=sha256:bb53bb4685a41edce42f49ac8df8ceb5e7543a454a2c0c04c0ec221f169fcf8d

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.

source=pdf_text observed=2026-08-06T15:28:43.257834Z digest=sha256:11adba76a8a6b389bb2bb9334d787cf86b128996c6a40a26e237e88525894f63

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:43.345093Z digest=sha256:1cc12b45e24f10b912598e9407e2f49475260ec529efb5006ac4bf6d8d095bb3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:43.467612Z digest=sha256:42fdc4a545a23c869a1ddc721bd6600215cd33fe495d1ec257e6703e3ee6a7f8

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.

source=pdf_text observed=2026-08-06T15:28:43.540532Z digest=sha256:e50f6497aa8efc95a961cf11cea41764dfa87b92a73a39a56b7947ebfc8cd4d3

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.

source=pdf_text observed=2026-08-06T15:28:43.636971Z digest=sha256:ad077286fa50fd8ea6347adeeb7ae14d364255f2cafaea9c9f89d9693dfe41b3

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

This paper cites VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks.

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

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-06T15:28:43.726027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:43.726027Z digest=sha256:6d655c16854ed05d2c368809e8416bc02fdb45ed4fa23b11d3eddf34e8ecb2ae

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:43.814000Z digest=sha256:04ce23fa74960e290bf0b2a85dca4e277dfc513a662392eac2b2634fd79cf0cf

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:28:43.898402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:43.898402Z digest=sha256:6bc06a72f5ce1eadf7a05d3b4edb9138341a61337e3025b858febbd6aff8c845

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

Resolution
unresolved
no resolver link, observed 2026-08-06T15:28:44.028254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:44.028254Z digest=sha256:6ed4b9fa3e9655556f90e97c3c704d6bb2ffa602925743a443f90f196d70e0ea

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

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source=pdf_text observed=2026-08-06T15:28:44.148429Z digest=sha256:8c52d9a094de6e8a9c904611d90bc3921e3252abf986fede41b2d801a4d61d8d

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=pdf_text observed=2026-08-06T15:28:44.264638Z digest=sha256:180b5366f91fc21f878f6451961908577a7807f495fb3596f2a86b06bbfbf6a0

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

This paper cites EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities.

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=pdf_text observed=2026-08-06T15:28:44.375877Z digest=sha256:7cce002f67a161b5c523864f1ed0992641754401d153f81a9353cb2685d3c835

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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no resolver link, observed 2026-08-06T15:28:44.530867Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:28:44.530867Z digest=sha256:85842180aa9bbde7edff9ac48f38804d9c64a83a88fb89846fee769e8e12e9f9

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

Resolution
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no resolver link, observed 2026-08-06T15:28:44.625572Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-06T15:28:44.625572Z digest=sha256:16071bbe45b899fb5ebe19df5be0b64d6300fc87b8972ebf515d616ede9245af

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

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

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source=pdf_text observed=2026-08-06T15:28:44.717890Z digest=sha256:66a419f35e44d00df026d490b98d59932796cbf2f7332127d101248f0ab15f54

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:44.851522Z digest=sha256:ccbda49f5cc4a0cae22180db90aa41e7c8e31c057991bf6a1a51249dfef98470

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:44.924049Z digest=sha256:86e7c05dbb182be877de3931579853c320d11059905981d72f20183d8dd0e276

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:45.006677Z digest=sha256:e742303dd621cb545d526855694c770b2aa80599f895a60fd259a3e29e83ff24

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

This paper cites Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:45.190061Z digest=sha256:1ccd7e252678d292cfb4b5d45c6068f916659999774ed82ba17ecf629c835efd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.332029Z digest=sha256:a5f271047a111e37d30057ced68bb9d8ec3731468425f61dc40cd9602e073110

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.435851Z digest=sha256:089a8ffa58ed0ab3db904a19098f596e8be1e2414b68ab4d703a8a2d59a69c33

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.528743Z digest=sha256:6f29188c85b0850a20cfe2ae78880abfb9a4e521f20332b5b9ba608230e24927

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.636558Z digest=sha256:7200ef3f4d80755dec97dd07956fb3c64ff5b15c77687f15838a206d768fe185

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.692364Z digest=sha256:dd83bbb028d5eb8232c0e3d74ab8fef45661c8e20195f2eeec15a8007417730b

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
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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.749160Z digest=sha256:89abeb21fb76a449e21d578a473b82e919469d9e519de1ac5458f9903739d353

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:45.819093Z digest=sha256:c6a7373fe4527d3c5055b146376e02995ee99cf859a1850bffb1764553a1c1ee

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.908185Z digest=sha256:d9c34cb5e35fe2b43033ddc6cd0c2955fdf8e519597cee3225acf9af411bd03e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:45.968494Z digest=sha256:1bf18c47b7de23b9b31ea37316666c5bb6b60b45cc33b7608fa04c84921cb04c

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

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:46.099576Z digest=sha256:05931e348ad75526bc22846d0329c2113b4e580bf2d2039208650283b4b81a32

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.223974Z digest=sha256:02cabfcba04c8963952476f34a7296a7b55a3aa9f65c439f4561feedc76cebc7

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:46.308663Z digest=sha256:de857d23742f8314ad5f74bba6bdc736f9b3b5f064c2b15c3fbf0489ecd7a08a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.391155Z digest=sha256:0eb30cadabc064a95617cdf9b6833f673f20806aa22d685d2f0beb1aec773964

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.433253Z digest=sha256:2824aed4bbc41256d6304fac63cce85da031a14ed15aeef7452fa67d73a1fb25

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.505005Z digest=sha256:c52328f90245e3f05a8f178d01c25a5f4c42f96511441f5bc00639c8296ca864

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.581020Z digest=sha256:f47c60b0001d9e5a60bf5a503fb73b27658264fb7de50c99471235c0b5375fb1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.665862Z digest=sha256:acf32999a7c9de5bef7638dc6e6a9460f2e44c2630d518ac8d0f589850d54afc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.734755Z digest=sha256:b3b15c62ea74d3db67233cd60c2ccc38fa8d3e83e20ac3ee6b4a828916d3abc9

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.

source=pdf_text observed=2026-08-06T15:28:46.830388Z digest=sha256:eb1f5e29c5d1c464fbe5a46212ccb347154df390ff6193624675b6bb9b5d1020

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.891114Z digest=sha256:64e1f34366dd1722ff04bcb276ffa0b6666e7edd915f344cabb8b1bdce31d13d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:46.948469Z digest=sha256:15538a6337edab18ef361c91761edae6c292e6f343bd2a78595d3c1e8b183e36

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:47.028036Z digest=sha256:71dfe1d01a1d5cf6a88aeb793a2b05118e7266947764bf937d28efe5cb8bfd6c

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.

source=pdf_text observed=2026-08-06T15:28:47.107291Z digest=sha256:d43b38dbd3a4ed191ea2cb29f66334a7e344c411187856abfa3ae4fb3867fc7b

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.

source=pdf_text observed=2026-08-06T15:28:47.162031Z digest=sha256:6badeba6b7de1fe3a7c16c759b0f38de2655fc51ea5788865f9c71ae9bf085cc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:47.251137Z digest=sha256:48bdb9073e12f4598d287a4143716e09ce369b363feb215d9864c189b24f4320

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.

source=pdf_text observed=2026-08-06T15:28:47.339649Z digest=sha256:2d773ed1d2d6be3632aa34eec40d5a58f87f40451a862efa78d62636cc0ccd7a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:47.410748Z digest=sha256:9c4a68d06db152658f3ed666e1e389c1ff845a1836ae4bd2660d36dda52d5db5

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:47.573392Z digest=sha256:91cf44d59e1388fb7a379b849c81f46ce3b31b99258c92f0c0bc1036b67af777

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:47.642493Z digest=sha256:b27957af06153e768aea736951981ef29242853e21735472c76c8fb6ea8ffe30

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:47.696195Z digest=sha256:cb5dd9ac4b5062d9af50de05a252ad4503480dbdd8482431a9a5f94fc1e39007

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:28:47.783363Z digest=sha256:d37fdccaf5da6cb1fe0efdd3f0b7e5a4649f7d1f5b29c7f49f5c3429b7b48395

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-06T15:28:47.821767Z digest=sha256:7618e64e78826faa2cfc5600c8a3cbef48539749d6f0465dabd24d0d5e05bb63

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.

source=pdf_text observed=2026-08-06T15:28:41.980321Z digest=sha256:d2742b166bdc14bb6177d01faa55138b271e150d354374763b45ea7a4bda0a50

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T12:33:04.984953Z digest=sha256:69490b7fd82a7d3d203c26272c7831491eb1a7c55b8198e870b1521b6c969223

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-10T09:27:02.965559Z digest=sha256:62feb0e95dabae27b9c37827ceb4ae42dd4079087a57e517cd39029cdd46f649

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-12T03:50:03.980531Z digest=sha256:c83e1dc38fd234887be615e8e3009d07c69eed70d1b7760a89fcc7406d9e890d

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

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-13T01:57:31.681480Z digest=sha256:45370b701bdd3dee0a1bbbfb5ded0149657995d34a8235baf1fd6773fb6248f1

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-13T05:12:04.880934Z digest=sha256:788092d672c26f409d86b07905f242401666be200416d807bc7923cc407b6c19

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-05-20T13:25:48.728238Z digest=sha256:1bb98161f433873c1367f257cd89c5048e9e6752394ced542219e08363460aef

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-28T22:44:40.577581Z digest=sha256:5a847a9e5451c0a218a099849eefbe9850cdc3dc2fd7a894bc5a772dcc08e83c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-06-28T02:02:59.456136Z digest=sha256:85ebfd0cee107aabdaf8908ac79b36473a70be29d739b40d7d5842ea53397d0d