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Paper Citation Record · LEDGER

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

As of 4 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 2 inbound Pith citation observations for arXiv:2606.02859.

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

pith.paper-citation-record.v1
2606.02859 v1

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T14:26:50.444070Z

measured 58 of 58 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-07-12T01:16:50.927415Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-04T08:29:42.246322Z

Reference resolution

56 of 56 outbound references displayed

  • verified exact25
  • verified fuzzy0
  • unresolved28
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0eeeb4c2-da0b-414b-8bc4-8f49a7d48640 · outbound

This paper cites an unresolved cited work.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Unresolved cited work

Reference 1

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:5b86d184a118d6a305cbfd4ad165bd602c0ff99c1caeaad3ec0f23886c35daeb

Observation 9e608b1e-418e-4245-8e92-56ff27ca6c5f · outbound

This paper cites Toward a model of intelligence as an economy of agents.Machine Learning, 35 (2):155–185, 1999.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Toward a model of intelligence as an economy of agents.Machine Learning, 35 (2):155–185, 1999

Reference 2

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:e0aefb56bbb9a267219958622e7b08a403d14f93191b3c8bdc83e16d40fc8089

Observation 3383fa1a-7e16-402d-b722-5c2db9084b00 · outbound

This paper cites Evolution of cooperative problem solving in an artificial economy.Neural Computation, 12(12):2743–2775, 2000.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Evolution of cooperative problem solving in an artificial economy.Neural Computation, 12(12):2743–2775, 2000

Reference 3

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:3068989b2037e828d2a4fa29e01b779d34f86886e0c407ace462986b2089e52d

Observation 1a698f05-7737-4daf-94e1-5b836d64f60d · outbound

This paper cites arXiv preprint arXiv:2510.18221 , year=.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions arXiv preprint arXiv:2510.18221 , year=

Reference 4

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.741908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:9dd39bd5fd5e5a2f90a174a2233fd18979a4cc966e8f8ecce0bf556d4e1029d8

Observation 431cc5cb-40b3-4d56-bbb2-8c087d4fe592 · outbound

This paper cites Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Finance Agent Benchmark: Benchmarking LLMs on Real-world Financial Research Tasks

Reference 5

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.796442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:edcb75cb6495bca1c93b3e3073c786361affbc21369b962bf02b761dd4d267ac

Observation b3f59d60-7019-4ba8-b054-72a553fa28ab · outbound

This paper cites Why Do Multi-Agent LLM Systems Fail?.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Why Do Multi-Agent LLM Systems Fail?

Reference 6

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verified exact
local_arxiv, observed 2026-07-01T23:26:21.733758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:488c302163e97c5c4df9f412f94d7e289ed0f13508254fc9cc06b8c51a015450

Observation 213cc967-1c28-4cf4-9b42-39610ea4bfdc · outbound

This paper cites arXiv preprint arXiv:2510.23595 , year=.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions arXiv preprint arXiv:2510.23595 , year=

Reference 7

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arxiv_id, observed 2026-07-01T23:26:21.792874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:1aaa21a969ca67660eda5ca312077638023030151ac50a8b943cae77d731073a

Observation c90e28f9-70ee-439a-9e4a-9d9e6009309b · outbound

This paper cites Barbarians at the gate: How AI is upending systems research.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Barbarians at the gate: How AI is upending systems research

Reference 8

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.772269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:3f339a139d4d988cde0836b5590200a35fc9431eeb3a96c7a6ff775a8bbdeaa4

Observation 8182c5de-b293-442f-9773-be791c59db4d · outbound

This paper cites an unresolved cited work.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Unresolved cited work

Reference 9

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.757038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:a84f807d8b077a346809444f712da809b7b819e97997f273e125d07c8350994a

Observation d02a0632-88b8-4910-b55b-53a763494cb3 · outbound

This paper cites Market-based multirobot coordination: A survey and analysis.Proceedings of the IEEE, 94(7):1257–1270, 2006.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Market-based multirobot coordination: A survey and analysis.Proceedings of the IEEE, 94(7):1257–1270, 2006

Reference 10

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:6bf46d2e6c70a466a31bb7be55e0d107b4f075276106d4cde430e7d476101e16

Observation 02b1b0cc-ac55-4de9-826a-240ff6d15484 · outbound

This paper cites Improv- ing factuality and reasoning in language models through multiagent debate.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Improv- ing factuality and reasoning in language models through multiagent debate

Reference 11

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:22c803bde4d25c722066128250d794832efa4aa945b9dd5cc632e7f4053e57fc

Observation 5337af67-2c01-4003-994d-28d068eee7ea · outbound

This paper cites Mechanism design for large language models.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Mechanism design for large language models

Reference 12

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Source-reported events for the cited work

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:60812284e09aa9a39a40865737f7b1df88467f0288ce0fb4173d68b38ff0a9b4

Observation ad4c411d-c524-467a-81b7-134dcc8197a4 · outbound

This paper cites Gemmini: Enabling systematic deep-learning architecture evaluation via full-stack integration.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Gemmini: Enabling systematic deep-learning architecture evaluation via full-stack integration

Reference 13

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:f01231346b5936dc3fcf74ed25002b81fb462717a95347f7c63af5289206de86

Observation 2afd4c48-b32c-4e06-bb66-e84fba8cab5a · outbound

This paper cites an unresolved cited work.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Unresolved cited work

Reference 14

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:409a569990c5cf2fffc867bb9467cb9ed05abf6a42fc4b4bb7afeff6e4b77f47

Observation adb6c746-39ef-4cab-b667-08f5856b87de · outbound

This paper cites Hayek.Law, Legislation and Liberty.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Hayek.Law, Legislation and Liberty

Reference 15

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:db89e5b29282993f83b13faf17df172b60cfbe8fd8108124a2cc2058adfc9863

Observation 959a8942-47f0-485d-b66e-31c855de59ee · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Measuring Mathematical Problem Solving With the MATH Dataset

Reference 16

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verified exact
local_arxiv, observed 2026-07-01T23:26:21.764982Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:3f11023566273b67cb1d5e782566605a44b544c03913eefb707f096daec254b1

Observation 69b7d70c-7d03-4fd9-9eb6-f2f8a3266104 · outbound

This paper cites an unresolved cited work.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Unresolved cited work

Reference 17

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:41338a4463bdf5794a357c76a0f5822b3b767ce27c30fc816441a5bb016f8248

Observation 64d05a22-52d7-4c7e-ac87-4aee58877885 · outbound

This paper cites Dosa: Differentiable model-based one-loop search for dnn accelerators.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Dosa: Differentiable model-based one-loop search for dnn accelerators

Reference 18

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no resolver link, observed 2026-06-28T14:26:50.444070Z

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:a3fedd4f1bb3d8df2b53602b9b479af9078ff3d41f012e1560c75d36de4d85f5

Observation e83a62cb-f774-40b5-bcf1-162f407b45cb · outbound

This paper cites Metagpt: Meta programming for a multi-agent collaborative framework.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Metagpt: Meta programming for a multi-agent collaborative framework

Reference 19

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:7fbf1c2e12f903e767774b0cb203956e2ed16c2adcadb6c5e7cc96b51d7d21a3

Observation 56b489bf-70ae-4bb3-a2ff-ee1dc8eec348 · outbound

This paper cites Alma: Hierarchical learning for composite multi- agent tasks.Advances in neural information processing systems, 35:7155–7166, 2022.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Alma: Hierarchical learning for composite multi- agent tasks.Advances in neural information processing systems, 35:7155–7166, 2022

Reference 20

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:a2107e76eeb81b8a6f575077f9a77e0cc9a23f1dffc7b190afeb05a134a8e358

Observation 8fbfc29f-7452-435c-a265-c8b557edc999 · outbound

This paper cites OpenVLA: An Open-Source Vision-Language-Action Model.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions OpenVLA: An Open-Source Vision-Language-Action Model

Reference 21

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verified exact
local_arxiv, observed 2026-07-01T23:26:21.749387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:6f1905a8619ca1d8b926e164b873cb62cc6c5420a6a1e61c9cac10a413fea15b

Observation 750cf48a-06db-42a9-821f-24802b587cb3 · outbound

This paper cites Towards a Science of Scaling Agent Systems.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Towards a Science of Scaling Agent Systems

Reference 22

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local_arxiv, observed 2026-07-01T23:26:21.753822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:8be56c4c41b472d67707774d8b367977051e0bce96d2facaabf735dd026c3522

Observation 98592012-30b5-456d-9db1-928f7238357a · outbound

This paper cites Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Multi-Agent Verification: Scaling Test-Time Compute with Multiple Verifiers

Reference 23

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metadata mismatch
arxiv_id, observed 2026-07-01T23:26:21.722567Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:ff089fa1f412aa5d33ca92f810ac77972b3980bef89421cecb80fd4322361972

Observation 62b64bab-d57e-4a04-a8cf-3c4cf2f6b0dc · outbound

This paper cites Improved multi-agent collaboration with multi-turn reinforcement learning.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Improved multi-agent collaboration with multi-turn reinforcement learning

Reference 24

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Source-reported events for the cited work

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:51f676e07c1b67c7bc0c072c0b41e7a58ce03ed069692a5e0a1a04be8b2fce32

Observation 249fcef9-f1e4-4985-893b-6ce6e7b1a5e5 · outbound

This paper cites Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Reliability and Effectiveness of Autonomous AI Agents in Supply Chain Management

Reference 25

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local_arxiv, observed 2026-07-01T23:26:21.737327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:c2fe10404c0530d154e3a2d0960ccbc404c72bc887ee6583b6e36c9e4cd0851d

Observation 031a06ff-323f-492c-b5e5-81cc60641e52 · outbound

This paper cites Simon and Schuster, 1988.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Simon and Schuster, 1988

Reference 26

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:a9ae728aa3e12727bc4f37f7625320dfccee3d458b5ba50c7aaa9fc2b9bf91a9

Observation bee3e971-41c0-4659-80fc-fd68ab4a18ae · outbound

This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 27

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verified exact
local_arxiv, observed 2026-07-01T23:26:21.724444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:07f01340a64d85e8b3f8ded4af5977d0366bdf1112fcfd398b94a1d6dee58111

Observation e19532af-6b72-43fa-9030-654492b82725 · outbound

This paper cites Deep decentralized multi-task multi-agent reinforcement learning under partial observability.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Deep decentralized multi-task multi-agent reinforcement learning under partial observability

Reference 28

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:ca7e674b19d2cab832da004e1d517e0a6df18a545028c3e6c690b8b81279c257

Observation 9ecf7546-2494-462b-af65-3d3209ab5be8 · outbound

This paper cites Maporl: Multi-agent post-co-training for collaborative large language models with reinforcement learning.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Maporl: Multi-agent post-co-training for collaborative large language models with reinforcement learning

Reference 29

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:0006344859203ca269b0a37eaf84a8748704679f5b38cc3d2c043e82d80e0b03

Observation f0534285-1408-4677-8527-4dce83b690fe · outbound

This paper cites Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37: 126544–126565, 2024.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Gorilla: Large language model connected with massive apis.Advances in Neural Information Processing Systems, 37: 126544–126565, 2024

Reference 30

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:cf2f7bdf4f239c7f8dc1135c93bd54963797fb838dad1ae173114312f809b95b

Observation 9da6bd6d-64cf-45fc-a6fe-fd974a1045df · outbound

This paper cites QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions QuArch: A Benchmark for Evaluating LLM Reasoning in Computer Architecture

Reference 31

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verified exact
arxiv_id, observed 2026-07-22T01:22:15.006827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:56418f3ab386e9c3c7cc4c934dd3a341ad922578c4b783b4359e56f25169c0d3

Observation 538d73b2-e2c5-4c56-95df-22686e93076d · outbound

This paper cites Chatdev: Communicative agents for software development.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Chatdev: Communicative agents for software development

Reference 32

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:05a49ff142990e270551400a706ec06c3da104bb6a865874f67ef5650524c550

Observation 1256f1b9-9828-4b52-8aea-50c0e63cf78a · outbound

This paper cites CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 33

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verified exact
local_arxiv, observed 2026-07-01T23:26:21.768395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:ebc308268ac8c8266b11443a7e01de2ebd80d416c4ac5a2336a72a9838cee11f

Observation 0c2806f7-bb4f-44a9-b52a-e4d919e5840b · outbound

This paper cites The neural bucket brigade: A local learning algorithm for dynamic feedforward and recurrent networks.Connection Science, 1(4):403–412, 1989.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions The neural bucket brigade: A local learning algorithm for dynamic feedforward and recurrent networks.Connection Science, 1(4):403–412, 1989

Reference 34

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:2dfd7f856f7b04766653b9624ca910aa71f4e8ef507f048fb63ccbe44e9bacd4

Observation 75754216-485d-4bf2-b724-febb6d2143a8 · outbound

This paper cites Openevolve: an open-source evolutionary coding agent, 2025.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Openevolve: an open-source evolutionary coding agent, 2025

Reference 35

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:6ce704336e9f10b1fdaf903c529baf405b13dadb792c5971e3ad67b326b3ef31

Observation cd37659e-a761-4bb0-aecd-e1366ea8b770 · outbound

This paper cites Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains

Reference 36

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arxiv_id, observed 2026-07-01T23:26:21.687466Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:81d8d404fb34ac1bfb2b3384b72bc3eb83e1457fcd87d3e689a045fece64562c

Observation 68e3a21e-df46-421e-961e-11ef4e185e04 · outbound

This paper cites Market-based Architectures in RL and Beyond.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Market-based Architectures in RL and Beyond

Reference 37

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.788515Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:5a548ce12653bbc1a1aa5a23885e00cf501065c41269b12f2c7ecbdc5564d6d7

Observation 2c28fefb-202c-4c02-8631-412901e0ff7b · outbound

This paper cites Gibbon: Efficient co-exploration of nn model and processing-in-memory architecture.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Gibbon: Efficient co-exploration of nn model and processing-in-memory architecture

Reference 38

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unresolved
no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:c1ad3e3cf4f747496fe5c8487b5c4743e975d9a2acb7c943bd7556a51fe4e1a4

Observation 94c4dfcc-2484-40c9-a0ab-4d591b216737 · outbound

This paper cites Scaling long-horizon llm agent via context-folding.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Scaling long-horizon llm agent via context-folding

Reference 39

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.700863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:dea72701a45e2c28230be36af2c0a492ddd526ed4f60750634ac241f11cf3e6b

Observation eab9fe79-c2da-4c9a-b141-f30cc16def35 · outbound

This paper cites Genai for systems: Recurring challenges and design principles from software to silicon.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Genai for systems: Recurring challenges and design principles from software to silicon

Reference 40

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.718377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:86f65d6f4ed43e3286a8a1ce83f5992ecd9869c54ebe17d8647e0184dc704fab

Observation e485fe29-f19f-40c7-8792-b5cb5395f715 · outbound

This paper cites arXiv preprint arXiv:2510.05077 , year=.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions arXiv preprint arXiv:2510.05077 , year=

Reference 41

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T23:26:21.705351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:dbefcff306fa611264e2119fc080950bddfdcbdf6b0dc8fd4c743c33b1cb59fc

Observation 7c126e71-b768-414f-ab6f-8f990b9f5811 · outbound

This paper cites AESP: A human-sovereign economic protocol for AI agents with privacy-preserving settlement.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions AESP: A human-sovereign economic protocol for AI agents with privacy-preserving settlement

Reference 42

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:26:21.780263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:6a7a9f86785790d100e21aec670d40d1ecb2063c37197ff00817a2f0177497e9

Observation af75fa92-111c-4c3d-97cb-1029a6ea84ae · outbound

This paper cites Frontierscience: Evaluating ai’s ability to perform expert-level scientific tasks.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Frontierscience: Evaluating ai’s ability to perform expert-level scientific tasks

Reference 43

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:26:21.785324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:548adf7fa40dc132bd4c2a1c54d1b3e2e7e6e4c57de91e2705dbfbeb9764441b

Observation 445944ce-70bb-4e9f-b656-f9c88badf012 · outbound

This paper cites ThetaEvolve: Test-time Learning on Open Problems.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions ThetaEvolve: Test-time Learning on Open Problems

Reference 44

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:26:21.720834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:1d63aeb0eb106ea764cf602020f46edfe6956871f4d995acb028d3072df958a8

Observation a7f3e51d-7379-42ea-aa2e-8d6884a4597e · outbound

This paper cites Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing, February 2026.https://arxiv.org/abs/2602.04837.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Group-Evolving Agents: Open-Ended Self-Improvement via Experience Sharing, February 2026.https://arxiv.org/abs/2602.04837

Reference 45

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.726534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:8e1d1e0693250bfd0c80e7515e20a0d84765ed8f2021ea1c96d63f7814706a8c

Observation 50967875-8380-4a19-9b26-c112b2ecc7bc · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Autogen: Enabling next-gen llm applications via multi-agent conversations

Reference 46

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no resolver link, observed 2026-06-28T14:26:50.444070Z

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:49b8e1fc497ac778295910daa1a9da98f9f585c06e16f33395a14437c70f5d7f

Observation 426f8ce9-fa60-4f71-8eac-17c208733665 · outbound

This paper cites The agent economy: A blockchain-based foundation for autonomous ai agents.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions The agent economy: A blockchain-based foundation for autonomous ai agents

Reference 47

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no resolver link, observed 2026-06-28T14:26:50.444070Z

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:bd661583772656e39110489fe575d935db9dc86e04db5c43f4f864103c4f36e0

Observation b237916e-cc26-4724-bd3f-e72f9836745d · outbound

This paper cites Comas: Co-evolving multi-agent systems via interaction rewards.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Comas: Co-evolving multi-agent systems via interaction rewards

Reference 48

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:26:21.730307Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:69d374cd1646dbf22f7023be964d6ca59912912b3c183f71cd17df1d446e9447

Observation 7c8e0d6f-c4ed-45b2-945c-5d2279dfdfe5 · outbound

This paper cites Agentnet: Decentralized evolutionary coordination for llm-based multi-agent systems,.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Agentnet: Decentralized evolutionary coordination for llm-based multi-agent systems,

Reference 49

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no resolver link, observed 2026-06-28T14:26:50.444070Z

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:5b3a62a1535372aaa2d516f55da1478e6348913d107dfde1cc4ab6b05483e0c4

Observation 0711965e-3382-4be1-b721-ec733cf2a414 · outbound

This paper cites AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems

Reference 50

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verified exact
arxiv_id, observed 2026-07-01T23:26:21.800135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:e4a4d068257cd7345c58ed4c48879f4f5a463c9e47f8bf2f5cf0d7bfcf8bf165

Observation d210c9f2-01e0-42fa-9c40-c4c4cca474f1 · outbound

This paper cites React: Synergizing reasoning and acting in language models.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions React: Synergizing reasoning and acting in language models

Reference 51

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no resolver link, observed 2026-06-28T14:26:50.444070Z

Source-reported events for the cited work

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:23a1bd0bb9fc85fa291edb76353c351b2ab273b18f5897e6f29036cd7ecc4129

Observation a991cf88-5fe8-49ab-b94a-c666e1ce5536 · outbound

This paper cites World Action Models are Zero-shot Policies.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions World Action Models are Zero-shot Policies

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-07-01T23:26:21.709311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:1d09e419f27bc14155d59f2eeb8650324480fb9fe6b1cae7487d21012f6e984c

Observation b4596bfd-9494-441b-aa5c-9583a6054a95 · outbound

This paper cites Learning to discover at test time.arXiv preprint, 2026.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Learning to discover at test time.arXiv preprint, 2026

Reference 53

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unresolved
no resolver link, observed 2026-06-28T14:26:50.444070Z

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:40a5f398e62ea89d4e956bddb0865a6d0e331c59b4467b45cf3d6a30a6138bab

Observation 21b647df-f6eb-49d0-929d-622fbe43a57b · outbound

This paper cites Dynamic role assignment for multi-agent debate.arXiv preprint arXiv:2601.17152, 2026.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Dynamic role assignment for multi-agent debate.arXiv preprint arXiv:2601.17152, 2026

Reference 54

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arxiv_id, observed 2026-07-01T23:26:21.775770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:e01c930d0a2a7117ec0ff96e9e531a447140a26f37b00bdab12e4c82f3bd308d

Observation 2a2a9946-8f13-4fe9-b0ac-67e409e5b335 · outbound

This paper cites Reso: A reward-driven self-organizing llm-based multi-agent system for reasoning tasks.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions Reso: A reward-driven self-organizing llm-based multi-agent system for reasoning tasks

Reference 55

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no resolver link, observed 2026-06-28T14:26:50.444070Z

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source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:872204bca0cc6da295d52c85d4d154735f436d2c4ccda483b338b13cc2643cf3

Observation f17abcea-acce-4f62-9ed4-7a901ed9cfcb · outbound

This paper cites A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs.

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs

Reference 56

Resolution
verified exact
arxiv_id, observed 2026-07-01T23:26:21.745665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:652508cba414dbdbfa89622b663e3f6928137a5662f66cba9fb3a9e4dad8e5fc

Pith citing papers

Observation 8d50ec2d-5aa6-41b5-a851-c51c9ab30327 · inbound

AgentDSE: Reasoning-Augmented Architectural Design Space Exploration cites this paper.

AgentDSE: Reasoning-Augmented Architectural Design Space Exploration Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

Reference 17

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local_arxiv, observed 2026-07-04T08:29:42.247461Z

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No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

source=pdf_text observed=2026-06-26T11:31:41.471831Z digest=sha256:2578018b47736ccdb5f002ce52b6d4fccbe32e88a67d82cd9daadd60dd4660bf

Observation 8756bc80-f968-4c8f-a1d2-904a1a1da59b · inbound

ArchEval: Measuring AI Agents as Computer Architects cites this paper.

ArchEval: Measuring AI Agents as Computer Architects Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions

Reference 40

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no resolver link, observed 2026-07-12T01:16:50.927415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T01:16:50.927415Z digest=sha256:7b43f06bac56810a186ac16cac789a7898dc7649a714d2cd81f38830d05eebc2