Paper Citation Record · LEDGER

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision

As of 14 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 0 inbound Pith citation observations for arXiv:2608.07196.

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

pith.paper-citation-record.v1
2608.07196 v1

Coverage vector

measured 39 of 39 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T13:08:23.706296Z

measured 39 of 39 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

39 of 39 outbound references displayed

verified exact1
verified fuzzy24
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0304949b-3e4a-4f9b-b5b7-95b483791144 · outbound

This paper cites Agrawal, Shangyin Tan, Dilara Soylu, Noah Ziems, Rishi Khare, Krista Opsahl-Ong, Arnav Singhvi, Herumb Shandilya, Michael J.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Agrawal, Shangyin Tan, Dilara Soylu, Noah Ziems, Rishi Khare, Krista Opsahl-Ong, Arnav Singhvi, Herumb Shandilya, Michael J

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.376988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9ee2e143-e458-4a62-8bac-cce51c95010a · outbound

This paper cites Trace is the next AutoDiff : Generative optimization with rich feedback, execution traces, and LLM s.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Trace is the next AutoDiff : Generative optimization with rich feedback, execution traces, and LLM s

Reference 2

Resolution: verified exact; doi, observed 2026-08-10T13:08:23.786884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 8482bc50-9944-4ca8-94d6-a514ce0effcf · outbound

This paper cites Promptbreeder: Self-referential self-improvement via prompt evolution.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Promptbreeder: Self-referential self-improvement via prompt evolution

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.361690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation e98c8571-f51a-4a25-9e3a-a8dfe59ffe52 · outbound

This paper cites Automated design of agentic systems.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Automated design of agentic systems

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.338994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37ebcbf5-3578-4927-b53b-9cd7916e9fbd · outbound

This paper cites Symbolic learning enables self-evolving agents.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Symbolic learning enables self-evolving agents

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:22.532446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0418d010-d597-4e14-ba39-df1f32c67b7b · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Reflexion: Language agents with verbal reinforcement learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:22.563683Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 382dc36b-eeeb-42c2-9428-967f1f35b732 · outbound

This paper cites MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision MASPO: Joint Prompt Optimization for LLM-based Multi-Agent Systems

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:22.644962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a110d85e-a3eb-473a-be61-13d49784ca27 · outbound

This paper cites Le, Denny Zhou, and Xinyun Chen.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Le, Denny Zhou, and Xinyun Chen

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.323442Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 39cd6573-bd4b-4475-9600-d6e2d932487e · outbound

This paper cites Self-taught optimizer ( STOP ): Recursively self-improving code generation.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Self-taught optimizer ( STOP ): Recursively self-improving code generation

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.306671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 0fb96b16-433d-4283-a1c6-890d42042113 · outbound

This paper cites EvoFlow: Evolving Diverse Agentic Workflows On The Fly.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision EvoFlow: Evolving Diverse Agentic Workflows On The Fly

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:22.776874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b308ef4f-4121-4e9d-984b-56655e0981d7 · outbound

This paper cites Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Darwin Godel Machine: Open-Ended Evolution of Self-Improving Agents

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:22.816886Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f6b5a3a-cee6-4662-8602-6643f7616f9f · outbound

This paper cites AFlow : Automating agentic workflow generation.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision AFlow : Automating agentic workflow generation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.289044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 6324f8e9-2e1a-4e51-977b-acbbe0dc267e · outbound

This paper cites Offline training of language model agents with functions as learnable weights.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Offline training of language model agents with functions as learnable weights

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.272936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a6835b30-2b93-463d-94bf-7bc38d38ef99 · outbound

This paper cites Which agent causes task failures and when? on automated failure attribution of LLM multi-agent systems.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Which agent causes task failures and when? on automated failure attribution of LLM multi-agent systems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.256518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 816de7a6-02fb-4fd7-b9ab-e2939aebfa5b · outbound

This paper cites ExpeL : LLM agents are experiential learners.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision ExpeL : LLM agents are experiential learners

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:22.938437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b82134e1-c76a-4672-b6a6-2a27db24337c · outbound

This paper cites an unresolved cited work.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:08:24.238963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation efb1209e-034b-4b40-957d-de590e855d5d · outbound

This paper cites GPTS warm: Language agents as optimizable graphs.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision GPTS warm: Language agents as optimizable graphs

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.221862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 370bd05e-a92e-431f-8e10-c3ab513db205 · outbound

This paper cites and Burger, Doug and Wang, Chi , booktitle =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision and Burger, Doug and Wang, Chi , booktitle =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.069395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c297900d-ce6c-4dff-80e5-d839d7df4734 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision The Twelfth International Conference on Learning Representations , year =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.193246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 322818cc-05ce-4bfa-910a-5e17c611186d · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Proceedings of the 41st International Conference on Machine Learning , pages =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.176662Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation ed6e8cec-9e3e-4d3d-a4ed-3e9c3918d907 · outbound

This paper cites AI Open , volume =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision AI Open , volume =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.161243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 907806d1-a210-46b6-91f0-7b9d9f66a2ed · outbound

This paper cites How to Correctly do Semantic Backpropagation on Language-based Agentic Systems.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision How to Correctly do Semantic Backpropagation on Language-based Agentic Systems

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.191047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0f43033-6d86-4741-9c3a-fe02d3bcb7d1 · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Proceedings of the 41st International Conference on Machine Learning , pages =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.145752Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 17506dcc-b00a-457e-95c9-c6cb443590dd · outbound

This paper cites Trace Is the Next.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Trace Is the Next

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.129464Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 9c5d128f-6da3-4777-b703-acd88f83f5a1 · outbound

This paper cites The Thirteenth International Conference on Learning Representations , year =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision The Thirteenth International Conference on Learning Representations , year =

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.110107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 80108a47-f566-41fd-b21f-e4a6a3647162 · outbound

This paper cites 2025 , url =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision 2025 , url =

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.090941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 37f833f5-ecd2-4e64-bd34-dc7020a2cd19 · outbound

This paper cites The Fourteenth International Conference on Learning Representations , year =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision The Fourteenth International Conference on Learning Representations , year =

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.075100Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7bcbf633-84c0-4f96-94bd-e532a01a959e · outbound

This paper cites 2025 , eprint =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision 2025 , eprint =

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.057765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7148ee95-e7cb-4995-a4f1-2f29007fb5ca · outbound

This paper cites Cut the Crap: An Economical Communication Pipeline for.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Cut the Crap: An Economical Communication Pipeline for

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.040207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 2ecb0229-ef98-4526-b295-325508e4a43d · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Proceedings of the 42nd International Conference on Machine Learning , pages =

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.021788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 369803f3-9b9e-4c48-9f02-b6a6e551da0d · outbound

This paper cites and Tan, Shangyin and Soylu, Dilara and Ziems, Noah and Khare, Rishi and Opsahl-Ong, Krista and Singhvi, Arnav and Shandilya, Herumb and Ryan, Michael J.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision and Tan, Shangyin and Soylu, Dilara and Ziems, Noah and Khare, Rishi and Opsahl-Ong, Krista and Singhvi, Arnav and Shandilya, Herumb and Ryan, Michael J

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:24.005292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 70bf7688-217c-4bfd-88ac-4cf538828257 · outbound

This paper cites 2026 , volume =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision 2026 , volume =

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:23.988949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation a32e8d7c-d05b-4621-a9f3-657540407033 · outbound

This paper cites Which Agent Causes Task Failures and When? On Automated Failure Attribution of.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Which Agent Causes Task Failures and When? On Automated Failure Attribution of

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:23.972024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation fed8aa5b-fe97-43bf-8e7b-7ca31c419afd · outbound

This paper cites Self-Taught Optimizer (.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Self-Taught Optimizer (

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.564924Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a065597b-3b1f-4776-ba09-db71774b6852 · outbound

This paper cites an unresolved cited work.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-10T13:08:23.942467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1d28205c-569a-4cd8-9d95-78e6acf6681b · outbound

This paper cites Advances in Neural Information Processing Systems , volume =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Advances in Neural Information Processing Systems , volume =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.631665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d01e44-8f65-4b28-a503-7370a4023165 · outbound

This paper cites 2024 , doi =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision 2024 , doi =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.673856Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65938d67-bd29-4a6f-be75-2cc390e624e6 · outbound

This paper cites The Twelfth International Conference on Learning Representations , year =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision The Twelfth International Conference on Learning Representations , year =

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T13:08:23.896850Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 33d4db32-c296-4261-a332-97dbb42fc78f · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , pages =.

EMAS: Stabilizing Multi-Agent System Evolution through Evidence-Guided Revision Proceedings of the 41st International Conference on Machine Learning , pages =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-10T13:08:23.706296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.