Paper Citation Record · LEDGER

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution

As of 18 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 2 inbound Pith citation observations for arXiv:2608.05651.

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

pith.paper-citation-record.v1
2608.05651 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:51:18.937093Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:18:48.761424Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-12T19:18:50.316055Z

Reference resolution

54 of 54 outbound references displayed

verified exact0
verified fuzzy18
unresolved33
parse uncertain1
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 921b5e22-6b69-4794-bb3e-318a1490e9b0 · outbound

This paper cites A.; Tan, S.; Soylu, D.; Ziems, N.; Khare, R.; Opsahl-Ong, K.; Singhvi, A.; Shandilya, H.; Ryan, M.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution A.; Tan, S.; Soylu, D.; Ziems, N.; Khare, R.; Opsahl-Ong, K.; Singhvi, A.; Shandilya, H.; Ryan, M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.869815Z

Source-reported events for the cited work

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

Observation 72715b72-ec90-43e7-9182-6c458d19627e · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.857867Z

Source-reported events for the cited work

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

Observation eb094cdd-1c2e-431d-b7f8-c7c2a204ce5f · outbound

This paper cites E.; Sen, K.; Zaharia, M.; Dimakis, A.; and Stoica, I.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution E.; Sen, K.; Zaharia, M.; Dimakis, A.; and Stoica, I

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.732436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adee5e09-fef4-4574-a1cf-e5d65984b5f0 · outbound

This paper cites V.; and Awadallah, A.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution V.; and Awadallah, A

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.846279Z

Source-reported events for the cited work

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

Observation 0ea6ab3d-e5bf-411d-a01f-743a5ed2c347 · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.835049Z

Source-reported events for the cited work

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Observation 9e8a4d7e-a3ad-42e7-9325-0f5f138625d6 · outbound

This paper cites T.; Imajuku, Y.; and Cetin, E.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution T.; Imajuku, Y.; and Cetin, E

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.823357Z

Source-reported events for the cited work

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Observation b557e3fb-caa5-4676-bda1-906218d8a0fb · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.811431Z

Source-reported events for the cited work

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

Observation 722fe8a1-757d-4a93-b162-5ff3e70af7af · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.798938Z

Source-reported events for the cited work

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

Observation 7581a9be-be2c-4d42-ba38-effe76a4a314 · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.786596Z

Source-reported events for the cited work

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Observation 3bac19f4-81dd-467c-97c8-684a2a7f8192 · outbound

This paper cites Z.; Du, A.; Keutzer, K.; Cheung, A.; Dimakis, A.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Z.; Du, A.; Keutzer, K.; Cheung, A.; Dimakis, A

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.761785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 901c7c8d-a7a1-4d35-9852-b94159cd1255 · outbound

This paper cites G.; and Stoica, I.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution G.; and Stoica, I

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.774067Z

Source-reported events for the cited work

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Observation 9e69509a-7c61-45d0-b60d-83261424af88 · outbound

This paper cites L.; Wolsey, L.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution L.; Wolsey, L

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.761801Z

Source-reported events for the cited work

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Observation 3588329b-3f4d-40ea-ae79-6cdfe2e09944 · outbound

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

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.782535Z

Source-reported events for the cited work

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Observation 73bd63a3-01c1-4fb3-a089-0c7d90c186c7 · outbound

This paper cites E.; Kadous, M.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution E.; Kadous, M

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.749891Z

Source-reported events for the cited work

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

Observation 807c6c2e-6680-4fd7-8cbe-ba0da5dd0303 · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.737818Z

Source-reported events for the cited work

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

Observation c3fbcf99-6100-41ee-901d-0ad74028b105 · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.725743Z

Source-reported events for the cited work

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

Observation 73855b12-24b0-4e81-a1bb-e5070eda62e7 · outbound

This paper cites K.; Soros, L.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution K.; Soros, L

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.714848Z

Source-reported events for the cited work

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Observation 88c23c18-a86a-4d9e-920e-008d726c03a3 · outbound

This paper cites P.; Liu, Z.; and Barsoum, E.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution P.; Liu, Z.; and Barsoum, E

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.703648Z

Source-reported events for the cited work

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Observation 1f0de4f8-7803-430c-b1f0-c35b438ee73c · outbound

This paper cites P.; Dupont, E.; Ruiz, F.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution P.; Dupont, E.; Ruiz, F

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.691451Z

Source-reported events for the cited work

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Observation 54015f82-99c4-4f0d-978b-1c2633d84a89 · outbound

This paper cites an unresolved cited work.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:51:19.679616Z

Source-reported events for the cited work

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

Observation cce73f31-2db6-4bde-80c8-901cb690fd36 · outbound

This paper cites Mathematical programming , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Mathematical programming , volume=

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.820964Z

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Observation a6132f5a-0f89-4325-ba38-52b713566da1 · outbound

This paper cites International Conference on Learning Representations , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution International Conference on Learning Representations , volume=

Reference 31

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Observation dc73e321-f4d3-496c-a15f-a7ba2ef15984 · outbound

This paper cites and Stoica, Ion , title =.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution and Stoica, Ion , title =

Reference 32

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Source-reported events for the cited work

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Observation f5bde7e9-b8aa-404b-b599-9c46833898ad · outbound

This paper cites Nature , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Nature , volume=

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.654949Z

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Observation 1ad32fb8-961b-46db-98cc-601a1a7456c5 · outbound

This paper cites FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution FrugalGPT: How to Use Large Language Models While Reducing Cost and Improving Performance

Reference 34

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Observation 4a91e9f1-07ad-468f-b9e9-26cf03df51cc · outbound

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Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Gonzalez and M Waleed Kadous and Ion Stoica , booktitle=

Reference 35

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Observation 912e22c0-69be-41f8-b586-3dcfa4a3e2c7 · outbound

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Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Findings of the Association for Computational Linguistics: ACL 2026 , pages=

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.637270Z

Source-reported events for the cited work

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Observation 6faad417-bbc7-4ba6-b703-debaae4f6b73 · outbound

This paper cites LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution LEVI: Stronger Search Architectures Can Substitute for Larger LLMs in Evolutionary Search

Reference 37

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Unavailable: canonical work link unavailable.

Observation b02b49c1-f84d-47e0-b18c-12a42d5b3259 · outbound

This paper cites Journal of machine learning research , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Journal of machine learning research , volume=

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.626435Z

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Observation 92134e2d-d8a0-4247-b6ca-df2a0ce485d9 · outbound

This paper cites 2025 , eprint=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution 2025 , eprint=

Reference 39

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Observation 00956de2-6433-43a5-aa0a-d62a5cb99afa · outbound

This paper cites International Conference on Learning Representations , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution International Conference on Learning Representations , volume=

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.609336Z

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Observation 920335d9-67eb-4259-9743-7b1b8d9506a5 · outbound

This paper cites CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization

Reference 41

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Observation a109cc13-b6f3-4cba-8c4c-ca1f68da10e6 · outbound

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Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution The Fourteenth International Conference on Learning Representations , year=

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.597672Z

Source-reported events for the cited work

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

Observation 1d3dba84-0516-4d22-8df4-6a5a2550aa0f · outbound

This paper cites 2026 , eprint=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution 2026 , eprint=

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This paper cites 2026 , eprint=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution 2026 , eprint=

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Observation d3cb363a-9c0e-4a24-bf61-4dc0dab6d88b · outbound

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Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution 2026 , url=

Reference 45

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Observation a4960c2a-6f5d-41a4-a997-db38176054d1 · outbound

This paper cites International Conference on Machine Learning , pages=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution International Conference on Machine Learning , pages=

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.565248Z

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Observation f3490d2f-b9c6-42cb-a784-d003c131f4d1 · outbound

This paper cites Advances in neural information processing systems , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Advances in neural information processing systems , volume=

Reference 47

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This paper cites Machine learning , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Machine learning , volume=

Reference 48

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Observation f48ab47d-0b90-4778-bc7f-17535395125b · outbound

This paper cites International conference on algorithmic learning theory , pages=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution International conference on algorithmic learning theory , pages=

Reference 49

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Observation a5f0ba8a-c109-4187-b025-d7effb1839eb · outbound

This paper cites Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining , pages=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining , pages=

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.534876Z

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Observation 85d0b446-492f-4d31-9c11-0be339acf095 · outbound

This paper cites Illuminating search spaces by mapping elites.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Illuminating search spaces by mapping elites

Reference 51

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Observation 87e6b8a2-9b28-46bc-babb-987b27fb3b8e · outbound

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Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Unresolved cited work

Reference 52

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Observation eaf57b1e-8ef8-4e6d-a02e-cac4beac5405 · outbound

This paper cites Frontiers in Robotics and AI , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Frontiers in Robotics and AI , volume=

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.905727Z

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Observation c5414b2f-a3fb-4c5a-9356-b731b6287da3 · outbound

This paper cites Advances in neural information processing systems , volume=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Advances in neural information processing systems , volume=

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.909232Z

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Observation 5fb98a34-e772-49d5-83a1-3c793464cca0 · outbound

This paper cites Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.504007Z

Source-reported events for the cited work

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Observation 058bd94b-e714-4068-bbb9-86ac41f4963c · outbound

This paper cites New Bounds for Zarankiewicz Numbers via Reinforced LLM Evolutionary Search.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution New Bounds for Zarankiewicz Numbers via Reinforced LLM Evolutionary Search

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.916120Z

Source-reported events for the cited work

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Observation 7125f411-e8c5-4804-9a04-fa5820145dee · outbound

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

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution The Twelfth International Conference on Learning Representations , year=

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T04:51:19.492703Z

Source-reported events for the cited work

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Observation 46f3eb5f-de89-429f-bb4d-fd7a00933279 · outbound

This paper cites arXiv preprint arXiv:2601.10657 , year=.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution arXiv preprint arXiv:2601.10657 , year=

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.922933Z

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Observation baf8d8ed-1e43-4ba3-a328-5c2fd693a9b3 · outbound

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

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 59

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Observation 92a7ecd4-d914-4aa6-89cd-dce5ed66dfa1 · outbound

This paper cites 2026 , url =.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution 2026 , url =

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.928501Z

Source-reported events for the cited work

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Observation 08775dc1-29ca-4f74-83d6-ac0690316943 · outbound

This paper cites SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution SeaEvo: Advancing Algorithm Discovery with Strategy Space Evolution

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.931205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2d51df0-ed96-440f-be7b-4a0234a8c273 · outbound

This paper cites gpt-oss-120b & gpt-oss-20b Model Card.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution gpt-oss-120b & gpt-oss-20b Model Card

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-08T04:51:18.933800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8267377e-a6bc-4f92-a280-ce0200db1205 · outbound

This paper cites Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions.

Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution Harness-Aware Self-Evolving: Co-Evolving Model Weights, Harness, and Task Solutions

Reference 63

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T04:51:19.212993Z

Source-reported events for the cited work

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

Pith citing papers

Observation d98e7855-6cac-45bf-8607-25509d648d4f · inbound

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization cites this paper.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution

Reference 10

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T19:18:50.320808Z

Source-reported events for the cited work

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

Observation fd9a924c-e499-434f-865e-ff5c17490eeb · inbound

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization cites this paper.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.761424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.