Pith. sign in

Paper Citation Record · LEDGER

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

As of 6 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 34 inbound Pith citation observations for arXiv:2604.01658.

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

pith.paper-citation-record.v1
2604.01658 v2

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-21T10:03:20.385688Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 34 of 34 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:43:42.559273Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

25 of 25 outbound references displayed

  • verified exact0
  • verified fuzzy9
  • unresolved16
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 3c381d2e-8d41-4a3c-a5ed-0bf0b652cac2 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.742923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:24b66ee58e962ecae403c66b8deb9c9c9041198483130212dede61f271ba81e2

Observation 383bbcad-5696-48f0-a692-16d07231cddd · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.715476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:8470c509369ee4b41be63cf9e89dd3ac4f2f6becff0339682e2cd2329f6bdac4

Observation cdd5bc3c-819f-48f7-8ce9-413c032af88d · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.740792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:94837651c4b85df0da557f1ae20341308841e2702dddb2edc220c22e8c369fc5

Observation ce4c934a-7d2d-4a8f-8b58-be10274cc7ef · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.736551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:15ae3d13c43531b5eca3bf5043bdb3d7656928619b889abd5fd23a903a0ec991

Observation 0f178848-2d09-42eb-be91-40deb317df55 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.738657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:8c2c7589abb14f25761da683cb87b8c6a2fbe62c8380bdeeb5adf764be382a30

Observation f245e1b1-c5fa-4b86-a45e-850008b0118b · outbound

This paper cites keywords.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery keywords

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.745028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:9bc3de1dad747294994c7213812d9ffbdeb60c99346ecef1e4ba00a9dbffd677

Observation 1af0baf9-6501-4a9e-992e-2bfa2fce42f8 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.749598Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:3f61b8b91949b9124d38427cb9eaf64c35ae548689978b1aed6df5439bb2d17d

Observation 73904d50-2b56-4ab2-8289-38a1b6379e1e · outbound

This paper cites what you changed and why.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery what you changed and why

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.718038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:ba938176f3246f8a089a68116a386c81e7901df2200e8f689a0659d154304680

Observation affd61d7-8e6a-457d-9707-ec906cf6fe34 · outbound

This paper cites What specific changes led to score improvements or regressions? Example: ‘‘Attempt abc123 improved score from 0.72 to 0.78 by adding batch normalization after each conv 17 Preprint.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery What specific changes led to score improvements or regressions? Example: ‘‘Attempt abc123 improved score from 0.72 to 0.78 by adding batch normalization after each conv 17 Preprint

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.730337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:92aae06a758b564bbb3e4272014d34f8242a1df8abb6fdfeb18d30873daf0be2

Observation dd03a79e-f33e-401e-bb94-e30933356eb1 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.732133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:ee08eb52103c55e06a1ff3f03f9c963f4df521a182d9ca13b106094f139e5055

Observation 8b0a6542-4414-44b5-a7da-127e06506544 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.725020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:7fc000ec4145d43d715f10799b6b4e496e872382b92cece88429e7dbeec84ce0

Observation d7fb6c80-0e9c-462c-af61-604ff458ba89 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.722738Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:51ae46640d8392552a67b6f859538047f8d6e5a92968dc64efcd8dd4bff57ff0

Observation 0a2aad4e-91ef-4b4a-836e-c6977314e1d4 · outbound

This paper cites If you’ve discovered a reusable technique, create a skill in{shared dir}/skills/.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery If you’ve discovered a reusable technique, create a skill in{shared dir}/skills/

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.727519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:e1913f2c59cb0abb9357f46ed83674a40d094b9c6f2168f47b5c4459fb931108

Observation 6b82f715-b3dd-4afa-b8fa-48529afdca71 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.734333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:34149f5e7dadfc3916a10c68015acf52f9f18045a873c785e2bc349ddd528de9

Observation 1bfe3dbe-1ead-4bef-b43e-01d96a99c969 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.720575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:feaec4a61fd614e464d76fe343b57840fb95ca68125feab7146d66715e2cc53f

Observation a2e4b126-49d3-4d47-aebc-1091059bc3aa · outbound

This paper cites The grader returns a ScoreBundle containing a numeric score and textual feedback.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery The grader returns a ScoreBundle containing a numeric score and textual feedback

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.747187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:6ea23c60a09c3193cc61a96b528df2d4b3e5bf948dfbd026fea2bcdabfd7059b

Observation 883dea05-0070-4363-8f24-0f13bcf46abc · outbound

This paper cites 18 Preprint.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery 18 Preprint

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.751584Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:44ddc47b61e97d1978bb0aa675af6979262ee6824947d69246dc4293739d6407

Observation a226b154-f593-4ba2-89a1-aa86af3e4541 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.755175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:cbd6157a0181bc06467260d8b2647e04640c70adaca6b0d463cde96868c2fbff

Observation b1f29885-f51c-4b98-9c45-10719e7ff70b · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.753397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:e0830ba4bd04d40b6416eac4393280153077ab49e73b312bdf3dd73d96b99cc2

Observation 6ff24894-746b-4753-835e-aa8e4a68228f · outbound

This paper cites commit hash.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery commit hash

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.758892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:671a49056ff0f1aa8358f171e7a9fa5c7952e5989598b23b9cff334a484b18cc

Observation e8919dba-3e5c-4831-8592-53b62ae67b0e · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.710723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:8799f94e075386a0a9346a36c3ed29d73d20f8206945d85c860e816504d7137e

Observation bc440620-3035-42ed-addd-e248ca280dc0 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 22

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.712897Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:ca3e4beae4f4513d0498b59df8af023644464e4b408ba7b97050d324bc2bcba5

Observation d295bc69-97a3-4a5f-a749-6a09109f0e43 · outbound

This paper cites an unresolved cited work.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-05-21T10:04:06.756971Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:ef6378a81d9e6afba2f3d52b55a8693bcac0a095a04bf9d1a199f2a2f460ba26

Observation 7dc3241f-292b-490b-9919-fff9a75e61a7 · outbound

This paper cites solution.py.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery solution.py

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.705792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:d7f53af55d0147cca360d11aec73c035f304805e7e810169f3c74a880a41d568

Observation c7e87c8d-91f6-4391-a944-71832c6c3106 · outbound

This paper cites No internet access is provided to agents unless the task configuration explicitly enables theresearchflag.

CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery No internet access is provided to agents unless the task configuration explicitly enables theresearchflag

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-05-21T10:04:06.708305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-21T10:03:20.385688Z digest=sha256:41602297bd3da90fd3f88774548651a85e4bc4f467cc2fed989edbbf75e8ddc6

Pith citing papers

Observation bd768c9d-261f-439b-b4e9-0e9fbf1be608 · inbound

Evaluation-driven Scaling for Scientific Discovery cites this paper.

Evaluation-driven Scaling for Scientific Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 100

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-10T03:39:52.204043Z digest=sha256:bc06bb1aca47bf45d1a6d076cf22c99061d2ec079bfb6be33a3f51ac83672c43

Observation 685778fe-67fa-4dd3-a538-57a5ab62e7a5 · inbound

Prism: An Evolutionary Memory Substrate for Multi-Agent Open-Ended Discovery cites this paper.

Prism: An Evolutionary Memory Substrate for Multi-Agent Open-Ended Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-10T17:49:51.006493Z digest=sha256:cc53ac86f89fce90a53de151bffb8db8a9c7b61ea5cfea646f7f01e0829a9418

Observation 3118a984-e957-4351-9b98-b15a5ddf6942 · inbound

CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness cites this paper.

CTM-AI: A Blueprint for General AI Inspired by a Model of Consciousness CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 19

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-09T19:47:49.262632Z digest=sha256:644ce10d261b6bc728a1603e93e60e334596d6025e92ec244eef3a93c63efaad

Observation cb1a6eef-74df-48ff-89f2-88750e57c2db · inbound

HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization cites this paper.

HMACE: Heterogeneous Multi-Agent Collaborative Evolution for Combinatorial Optimization CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-11T01:49:50.520222Z digest=sha256:5e378c516b923f4fff5803ebece229a1a1c3d0fad6214aabdf950d85c9d94f17

Observation 0b3c8ce1-3fd0-49e9-9976-d26f801ba1ad · inbound

Evolutionary Ensemble of Agents cites this paper.

Evolutionary Ensemble of Agents CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 15

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T02:10:32.011003Z digest=sha256:b9a6f8a2b8b94a88e1e08bd1096e417464d759f10bb7a89994b7335ef629fd80

Observation ec9dcca7-1969-476f-9d43-69e0b3d3b16e · inbound

Evolutionary Ensemble of Agents cites this paper.

Evolutionary Ensemble of Agents CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 23

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-15T06:14:36.218284Z digest=sha256:132d14b70180a4b611cf99f4dac7ef5b1cd60082da94152e99f2b18cdccca683

Observation 6d9d0a96-2d54-4db6-b364-144a3a8d28b1 · inbound

TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems cites this paper.

TacoMAS: Test-Time Co-Evolution of Topology and Capability in LLM-based Multi-Agent Systems CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 14

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-05-12T04:53:54.754878Z digest=sha256:af15b19970005275adc0bf6a722d2ec9026d046fc3f6ad3c8efa0b693068c5a3

Observation 670d4619-ed24-4215-9ea4-57c1eb5d7342 · inbound

Harnessing Agentic Evolution cites this paper.

Harnessing Agentic Evolution CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 23

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-14T17:56:42.410866Z digest=sha256:d3f24085373c3cff03a1f551a4755070e00c7cd2800c44e3701f1fb42044a639

Observation bc8f25ef-fddb-4ed0-8027-b97342de4f1c · inbound

FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale cites this paper.

FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 29

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-15T02:02:25.597640Z digest=sha256:180aa1dc293ea9c5ef5facdc94eb73ac26fffb9f890d22b7dcadcf4536939a19

Observation 1e1f6651-ee97-4e2b-8718-636d478b3431 · inbound

DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery cites this paper.

DrugSAGE:Self-evolving Agent Experience for Efficient State-of-the-Art Drug Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-20T00:04:30.475245Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-19T15:26:10.303773Z digest=sha256:7cd4caa7c0518d28282077de6295b7770d3187600a42651b7159358a7d2c1677

Observation 2bdb0dde-f033-40c2-b9fa-2eb7ee649e0b · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 155

Resolution
verified exact
local_arxiv, observed 2026-05-20T10:33:12.831042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-20T10:30:50.256635Z digest=sha256:0c72fed4108e00b0e38bec3268c414457b01155337158cd30040e5e9ff4fc0e4

Observation 743bc999-f528-42c1-ba58-d972c8c6c8a0 · inbound

AI for Auto-Research: Roadmap & User Guide cites this paper.

AI for Auto-Research: Roadmap & User Guide CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 155

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:42.559273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:43:42.559273Z digest=sha256:783c9ab52b62fb0e4861cd3a084acd4999921ad90ba2af79f17c2df47e075b6b

Observation 57200e14-4c49-4958-9113-a7f8f02e068e · inbound

Towards Direct Evaluation of Harness Optimizers via Priority Ranking cites this paper.

Towards Direct Evaluation of Harness Optimizers via Priority Ranking CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 30

Resolution
verified exact
local_arxiv, observed 2026-05-22T06:14:40.478887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-22T06:14:28.559147Z digest=sha256:bac876e4af4855944ce0939926d80668a396bda5a2678990729aa0595c1fd070

Observation 811f01b8-b512-48ba-85b4-cbcd988a1acd · inbound

RMA: an Agentic System for Research-Level Mathematical Problems cites this paper.

RMA: an Agentic System for Research-Level Mathematical Problems CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-05-25T06:10:24.192382Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-05-25T06:06:47.226726Z digest=sha256:799ef48dd03bb54e0e9ee62ac732999b2f33e370f28dbacbc15c3e17b19f55cc

Observation caed270c-6155-4502-8fa7-3b63fa1dbf2d · inbound

FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization cites this paper.

FrontierOR: Benchmarking LLMs' Capacity for Efficient Algorithm Design in Large-Scale Optimization CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 17

Resolution
verified exact
local_arxiv, observed 2026-07-01T16:35:50.702893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T00:27:22.908863Z digest=sha256:f75f250c8bab4f2b206a55455e3c93de22149ad248ca8b0d12f974a49ba68676

Observation 417ec4f4-5a6e-4de8-847a-0347e26e8e61 · inbound

Workflow Closure Is Not Scientific Closure in Auto-Research Systems cites this paper.

Workflow Closure Is Not Scientific Closure in Auto-Research Systems CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 87

Resolution
verified exact
local_arxiv, observed 2026-07-01T16:45:51.476374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T20:14:41.874134Z digest=sha256:6834a0dc977ea6b1857078252b7b9c3f0b133c6ed525ec39e6966de57e409851

Observation cbc61ea9-555f-4288-85d0-fc3c3a44e85c · inbound

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation cites this paper.

AutoScientists: Self-Organizing Agent Teams for Long-Running Scientific Experimentation CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-06-29T12:43:25.712839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-29T12:39:00.460842Z digest=sha256:5b0bb0c5f74de3bef723948a82ce327269c1cab027fad3a2192393e3f3b5cb29

Observation e7aa1789-14af-4755-a18d-247b93dc7ef4 · inbound

MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation cites this paper.

MobEvolve: An Agentic Self-Evolving Heuristic System for Interpretable Human Mobility Generation CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 99

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T23:06:19.553040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-28T14:47:16.208290Z digest=sha256:722d826e1cccafc84af7da9efc8d464a2ca259bc0a9107a816d1fb5ed6d4b692

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

Economy of Minds: Emerging Multi-Agent Intelligence with Economic Interactions cites this paper.

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

Reference 33

Resolution
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 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T14:26:50.444070Z digest=sha256:4e593fffd900f8ba25589cdae3f698872138bc37befe57a7306a528543bea7fb

Observation 6900edf7-067e-4de4-a639-5b6a51365309 · inbound

Don't Gamble, GAMBLe: An Analytical Framework for AI-Driven Research Systems cites this paper.

Don't Gamble, GAMBLe: An Analytical Framework for AI-Driven Research Systems CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 32

Resolution
metadata mismatch
local_arxiv, observed 2026-07-01T08:05:31.137355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-07-01T08:00:37.421940Z digest=sha256:c1a825833c437d0fdbc3da694d2a52181b34dd663ef3c70016a385ce350293d2

Observation b57a4893-56da-4a0f-b7ee-2d8129d236d3 · inbound

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents cites this paper.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 19

Resolution
verified exact
local_arxiv, observed 2026-07-02T03:06:29.972098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-28T10:21:16.202424Z digest=sha256:842fac8348374560300208d692446d02340d8695e2c0c3b2de4917d30f772f54

Observation 9f1063c9-d88b-4906-b2b1-57bcc0a208fb · inbound

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries cites this paper.

Harnessing the Collective Intelligence of AI Agents in the Wild for New Discoveries CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-07-03T05:27:40.584338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T13:10:23.450482Z digest=sha256:40010e6579ac3017f4d80282d8f7e50b8327e363b472abe205bb7a872405c218

Observation 2c37ed63-8032-48d8-a654-98c0fcaf8e2e · inbound

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery cites this paper.

EurekAgent: Agent Environment Engineering is All You Need For Autonomous Scientific Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-07-03T15:18:33.553824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-27T06:35:11.702124Z digest=sha256:b5e018b41022ee36ad9e2cf296c7fc3ba1ea77312924d39d200ec5e24fc0d350

Observation 8dba600b-786d-4ef7-90f7-dd11e3759fe9 · inbound

LegalWorld: A Life-Cycle Interactive Environment for Legal Agents cites this paper.

LegalWorld: A Life-Cycle Interactive Environment for Legal Agents CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 39

Resolution
verified exact
local_arxiv, observed 2026-06-26T20:59:58.143263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-26T20:50:25.070041Z digest=sha256:ac00e31aec8996d892369e21cb2c8b693cf0f91727f3414dba87aef2d0eeea17

Observation 52142acc-a05e-42f1-8163-78e82a2f1985 · inbound

VTOS: Learning to Orchestrate Vision Tools by Co-Searching Solutions and Observers cites this paper.

VTOS: Learning to Orchestrate Vision Tools by Co-Searching Solutions and Observers CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 26

Resolution
metadata mismatch
local_arxiv, observed 2026-06-26T21:40:08.294766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-26T21:36:17.228002Z digest=sha256:2ef18d46bc78055f8bbd331865635bd8c267d701fd6f04070567feb38f4f1c12

Observation 3a9bd200-4021-44a9-8a29-bd1adbc05ec3 · inbound

Glite ARF: Verifier-Driven Research with Parallel LLM Coding Agents cites this paper.

Glite ARF: Verifier-Driven Research with Parallel LLM Coding Agents CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 56

Resolution
verified exact
local_arxiv, observed 2026-07-01T19:06:02.738233Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-06-29T01:15:00.436786Z digest=sha256:975404d3eab32ba2fb84acdc8b196fbe23cf31b1ebeb9aae7220bd8d7a34d96c

Observation 114be52b-e256-4e46-8169-0e457d4d3b32 · inbound

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks cites this paper.

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 21

Resolution
verified exact
local_arxiv, observed 2026-06-30T09:24:32.707399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T09:15:22.900338Z digest=sha256:6109d426ce804772bb758f7532fc04b83cd6db086be30e50c228925e8debfe16

Observation 3609f4d5-509f-4d1f-b51d-ce45d274fc1f · inbound

Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives cites this paper.

Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 74

Resolution
verified exact
local_arxiv, observed 2026-07-02T08:46:48.514094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-02T08:45:04.024510Z digest=sha256:82a4ab457a239811bebb2252af43071095186043d99e2bd615a49cd76a59dd13

Observation cf93378d-e566-4952-96c2-8d19ed3678ca · inbound

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery cites this paper.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 33

Resolution
unresolved
no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T06:56:07.062101Z digest=sha256:f16f238ec06d78686c0f24582f90294dbf808694b0e0bdf82b9473c98d81abb9

Observation dd8ad926-f184-4a29-be92-026e8d465b4b · inbound

Towards Autonomous and Auditable Medical Imaging Model Development cites this paper.

Towards Autonomous and Auditable Medical Imaging Model Development CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 37

Resolution
unresolved
no resolver link, observed 2026-07-14T11:05:51.130839Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T11:05:51.130839Z digest=sha256:1a23c80d64ab33cb89979f52b9c6ec6861cc434f06d40aa777007dcb18600af9

Observation fb2021b8-8708-4ae2-a06d-357d23d98c88 · inbound

A Vocabulary for Multi-Agent Automated Research Systems cites this paper.

A Vocabulary for Multi-Agent Automated Research Systems CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-02T07:06:10.538117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:06:10.538117Z digest=sha256:1c05f1f9da9bc0dfeda28a2afb0ea992d2e8a460952a0261858c20bc448ecb24

Observation 5bd750ca-6e48-431d-8bbc-982fd7936f9b · inbound

RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement cites this paper.

RSIBench-Data: Benchmarking Data-Centric Research for Recursive Self-Improvement CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-01T01:15:07.290304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-01T01:15:07.290304Z digest=sha256:74e7b7920aada9a3ca14de463337651b42a948d654ce0f144e5aad74e31d8dfd

Observation 4d31f0bb-1776-4a1e-af48-03e147de3325 · inbound

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility cites this paper.

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 16

Resolution
unresolved
no resolver link, observed 2026-07-30T19:53:04.559428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-30T19:53:04.559428Z digest=sha256:a6e7881fc6e36dccc8590df06f882a48fbcc248900684436b4be0b62c25357ff

Observation 68921f10-b70a-4b97-981a-e4cf5f315dc9 · inbound

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility cites this paper.

Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-01T10:47:32.789794Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T10:47:32.789794Z digest=sha256:90b0b38bb55be65434535ea54ca8b6dd48bcce42c753f5c44a57e5caa3eade18