Paper Citation Record · LEDGER

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems

As of 22 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.12314.

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

pith.paper-citation-record.v1
2508.12314 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:28:25.851870Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

38 of 38 outbound references displayed

verified exact1
verified fuzzy8
unresolved29
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation d3f7b704-fa90-425f-8d38-564dfdeab8a9 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:24.929354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 598a53e5-f260-47cf-98c9-3cea8a67cf0f · outbound

This paper cites Albert and A.-L.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Albert and A.-L

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:24.967959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 588e0a59-53c2-4131-9fa4-af0426a1d09f · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:27.492532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 16074923-7e4e-4ae2-9695-d1e1d1708e95 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:27.424394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 874eca69-f9c2-4ffe-a802-46ca63000aa8 · outbound

This paper cites Boccaletti, V.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Boccaletti, V

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.096955Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6f45899-de9a-49e5-96a7-9e857099748a · outbound

This paper cites Newman, Networks: An Introduction (Oxford Uni- versity Press, New York, 2010).

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Newman, Networks: An Introduction (Oxford Uni- versity Press, New York, 2010)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:27.327411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 600ad6bd-f445-45f1-9ae1-1f180b4559e7 · outbound

This paper cites The AI Agent Index.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems The AI Agent Index

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.109922Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c33148a1-f39f-41c9-93bf-5df0733c6e73 · outbound

This paper cites Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Agentic Systems: A Guide to Transforming Industries with Vertical AI Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.114478Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d9ea56-042d-47c8-9957-3212b9eb12f0 · outbound

This paper cites Agentic AI: Autonomy, Accountability, and the Algorithmic Society.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Agentic AI: Autonomy, Accountability, and the Algorithmic Society

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.119429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3ee21c1-3ff3-4702-9015-3f378d8e83d6 · outbound

This paper cites Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Agentic AI Systems Applied to tasks in Financial Services: Modeling and model risk management crews

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.127560Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8951d27c-28f9-41c0-ab96-f8092ea3fbb2 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.132248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f92f39bb-cf95-419f-a384-9acb29855923 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:27.230114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8c27fc92-8e36-4183-b409-94ce63d37383 · outbound

This paper cites Spin glass models for a network of real neurons.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Spin glass models for a network of real neurons

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.256007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1db25cba-159e-4a12-b9d4-8d247de53887 · outbound

This paper cites Raissi, P.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Raissi, P

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.356387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 694e1d84-6088-4c11-a016-38c157cd2674 · outbound

This paper cites Pikovsky, M.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Pikovsky, M

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.362511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb5fcf14-0c99-4506-8e41-29ae9dfd0933 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.366819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0e35c8-b2d1-42b6-9a07-e6390c28f22c · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:27.110338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 788ed291-3070-405d-b877-a870a55ab6af · outbound

This paper cites Kojima, S.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Kojima, S

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:27.022399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c3793964-22ec-44f3-8d55-a4faf1ec0f89 · outbound

This paper cites Multi-Agent Collaboration Mechanisms: A Survey of LLMs.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Multi-Agent Collaboration Mechanisms: A Survey of LLMs

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.414722Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c701058a-ff05-44b9-8f0b-eea2dfefa260 · outbound

This paper cites Hu and Z.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Hu and Z

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:26.943815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 85d76805-ec20-4747-a02c-8a2dbd125a85 · outbound

This paper cites Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Towards Agentic AI Networking in 6G: A Generative Foundation Model-as-Agent Approach

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.539546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4eaeccd1-350a-4ff0-bbe5-84aacec1de89 · outbound

This paper cites Agranat and M.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Agranat and M

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:26.927784Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b58e01e3-5f06-42a1-bb4e-07058d3dec28 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:26.831600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 79232936-3bcb-4b22-b4cc-a1c167243d1e · outbound

This paper cites Ni and M.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Ni and M

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:26.787414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 021dc3ac-27bc-4ee1-a3a6-6bf716d98a6d · outbound

This paper cites Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Open Challenges in Multi-Agent Security: Towards Secure Systems of Interacting AI Agents

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.558737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5084f76c-5ea4-42bd-bfbb-2c77f0bfc152 · outbound

This paper cites When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems When Should AI Follow? Task Structure and Joint Adaptation by Human and AI Agents

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-15T17:28:26.065767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3e9d41e2-71fa-4f5f-95ca-1d822e1868e8 · outbound

This paper cites A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems A Survey on Context-Aware Multi-Agent Systems: Techniques, Challenges and Future Directions

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.659409Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 96d0b467-7aaa-441c-8eeb-330216c6e108 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:26.770400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b9cb2c8d-bd6d-48f7-acd1-aac87817c6de · outbound

This paper cites Large Language Model based Multi-Agents: A Survey of Progress and Challenges.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Large Language Model based Multi-Agents: A Survey of Progress and Challenges

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.677739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66163ae7-1859-4be9-baf8-49226ccbbff6 · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems LLM Multi-Agent Systems: Challenges and Open Problems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.682554Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25a42edc-c365-4d4a-bbc1-029fdd6adceb · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:26.679934Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a4355da-817e-4a9e-b33c-7148098f6265 · outbound

This paper cites Agent AI: Surveying the Horizons of Multimodal Interaction.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Agent AI: Surveying the Horizons of Multimodal Interaction

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.773423Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ad0f8e-9ca2-421f-be24-c7f3299c6f0e · outbound

This paper cites Lanham, AI Agents in Action (Manning Publications, New York, 2025).

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Lanham, AI Agents in Action (Manning Publications, New York, 2025)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:26.559352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fab87684-26c8-4940-aa43-ba8a342f4a7a · outbound

This paper cites Sapkota, K.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Sapkota, K

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T17:28:25.835306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18f2e36c-47d9-4329-9318-bb4b48002099 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:26.539056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8070ab79-5e45-432e-abbd-988ba02bc614 · outbound

This paper cites an unresolved cited work.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-15T17:28:26.472613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 59a0266c-d953-4595-8f0a-f953c53c3c69 · outbound

This paper cites Barab´ asi, E.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Barab´ asi, E

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:26.330072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 29f7ee82-c4a4-4f0d-8ebc-4520e415f43f · outbound

This paper cites Mitra, A.

Synchronization Dynamics of Heterogeneous, Collaborative Multi-Agent AI Systems Mitra, A

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T17:28:26.306897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.