Paper Citation Record · LEDGER

One Run Is Not an Idea: The Implementation Lottery in Automated Research

As of 8 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.26587.

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

pith.paper-citation-record.v1
2607.26587 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T12:50:09.765318Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

47 of 47 outbound references displayed

verified exact0
verified fuzzy0
unresolved47
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2c30e229-6867-499e-b51b-b476fb513c6e · outbound

This paper cites The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery.

One Run Is Not an Idea: The Implementation Lottery in Automated Research The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:03.355898Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81316ea4-b144-4bf9-9486-70b4592e2603 · outbound

This paper cites The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search.

One Run Is Not an Idea: The Implementation Lottery in Automated Research The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:03.491698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c74abfe-bb3f-4051-83cc-6ef2c631e315 · outbound

This paper cites Towards End-to-End Automation of.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Towards End-to-End Automation of

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:03.637496Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd14c5ad-8c25-4a23-bb38-ac81c0c7b9b6 · outbound

This paper cites Accelerating Scientific Discovery with.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Accelerating Scientific Discovery with

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:03.755997Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 815c48f3-d7a5-4733-ab4f-410214e876d7 · outbound

This paper cites an unresolved cited work.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:03.919063Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6939f70-c00f-4baa-9b51-0724fca69adc · outbound

This paper cites Agent Laboratory: Using.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Agent Laboratory: Using

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.074064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b054e87-abfe-4a6c-b660-5391235162c2 · outbound

This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.209928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90d01cd4-8504-4389-8829-49cd3e2e4d33 · outbound

This paper cites MLGym: A New Framework and Benchmark for Advancing AI Research Agents.

One Run Is Not an Idea: The Implementation Lottery in Automated Research MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.327582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9abee1a1-fd67-4fcf-a503-41a7e536aaf7 · outbound

This paper cites 2025 , url =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2025 , url =

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.474024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61038e7d-422f-4131-8f3c-9542ba0435c0 · outbound

This paper cites 2025 , url =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2025 , url =

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.663685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99f4e11a-6983-4f00-adc5-a0342c2b599f · outbound

This paper cites 2602.15112 , archivePrefix=.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2602.15112 , archivePrefix=

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.732944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98b79ced-0592-4a3d-83a1-2ab78836fbcc · outbound

This paper cites 2026 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2026 , eprint =

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:04.910620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64185f5a-2fe5-4227-8a7a-f9377284138e · outbound

This paper cites 2026 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2026 , eprint =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.032527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9652c82b-9cd1-4046-83a4-bf7bc2fd454b · outbound

This paper cites Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.143738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3bf4d44-fde3-49e8-bb34-94d3847295a3 · outbound

This paper cites 2026 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2026 , eprint =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.275591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 616d8f26-c9df-4569-abd7-4fdb9f6ba9de · outbound

This paper cites Towards Execution-Grounded Automated.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Towards Execution-Grounded Automated

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.439748Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c05103bc-3812-4b58-94c7-4eb1ef826568 · outbound

This paper cites 2026 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2026 , eprint =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.544167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3baac25a-3659-4112-bb23-fb70a76a95ea · outbound

This paper cites Towards a Science of.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Towards a Science of

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.643258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e785f9dd-8387-4e57-9be3-d1f8d827849d · outbound

This paper cites When Agents Disagree With Themselves: Behavioral Consistency as an Uncertainty Signal for LLM Agents.

One Run Is Not an Idea: The Implementation Lottery in Automated Research When Agents Disagree With Themselves: Behavioral Consistency as an Uncertainty Signal for LLM Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.799629Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29f14157-c359-45bd-aaa6-9c724c66ce8c · outbound

This paper cites 2025 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2025 , eprint =

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:05.905882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d998d44-da2e-4823-822b-b564275e5965 · outbound

This paper cites 2026 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2026 , eprint =

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.015862Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa8e7eee-822f-40d2-856a-6f73db55944d · outbound

This paper cites AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage.

One Run Is Not an Idea: The Implementation Lottery in Automated Research AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.128597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8953575c-46b8-4456-8809-84e860077fdb · outbound

This paper cites From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking.

One Run Is Not an Idea: The Implementation Lottery in Automated Research From Reproduction to Replication: Evaluating Research Agents with Progressive Code Masking

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.296626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f40e7ba-bbdb-4317-9fd8-b27503102485 · outbound

This paper cites an unresolved cited work.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.437213Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b17925-0d4d-4c04-83d6-de3eb858e7e6 · outbound

This paper cites The Ideation--Execution Gap: Execution Outcomes of.

One Run Is Not an Idea: The Implementation Lottery in Automated Research The Ideation--Execution Gap: Execution Outcomes of

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.575546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation baf57c11-4a1f-4d4a-9f32-6182f0f055f7 · outbound

This paper cites and Liang, Weixin and Sun, Fan-Yun and Haber, Nick , booktitle =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research and Liang, Weixin and Sun, Fan-Yun and Haber, Nick , booktitle =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.758690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86739275-b7ef-446e-9e91-d13888aeffe3 · outbound

This paper cites AI Scientists Fail Without Strong Implementation Capability.

One Run Is Not an Idea: The Implementation Lottery in Automated Research AI Scientists Fail Without Strong Implementation Capability

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.841591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d8deb343-5931-4220-971e-a9c22a085af7 · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Proceedings of the AAAI Conference on Artificial Intelligence , volume =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:06.948509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c37fad12-73cc-4beb-b981-44005dd120ea · outbound

This paper cites Proceedings of Machine Learning and Systems , volume =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Proceedings of Machine Learning and Systems , volume =

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:07.099072Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30416865-c5a0-40c3-bcc0-74ae3e77241f · outbound

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

One Run Is Not an Idea: The Implementation Lottery in Automated Research Advances in Neural Information Processing Systems , volume =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:07.315086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19631297-a99f-49f1-bc3a-e3d4aeed9ab2 · outbound

This paper cites 2021 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2021 , eprint =

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:07.477024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df1b928c-8929-45d1-93c3-9cd4a67dbd04 · outbound

This paper cites Improving Reproducibility in Machine Learning Research: A Report from the.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Improving Reproducibility in Machine Learning Research: A Report from the

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:07.614459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4b87e57b-bfc7-4d74-8b39-a67760f15784 · outbound

This paper cites Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency , pages =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency , pages =

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:07.773939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddbc9e10-1c5d-43fd-bd2f-d01374e608c5 · outbound

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

One Run Is Not an Idea: The Implementation Lottery in Automated Research Advances in Neural Information Processing Systems , volume =

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:07.897389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eda4a81a-5d4a-4cf1-9239-c670f648080b · outbound

This paper cites Evaluating Large Language Models Trained on Code.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Evaluating Large Language Models Trained on Code

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:08.009775Z

Source-reported events for the cited work

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Observation ec637b2f-c1dd-4b10-8660-1762073fdc73 · outbound

This paper cites Psychological Bulletin , volume =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Psychological Bulletin , volume =

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:08.181433Z

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Observation 420ea730-b262-4400-bed8-cea33161b978 · outbound

This paper cites 2001 , doi =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2001 , doi =

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:08.343451Z

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Unavailable: canonical work link unavailable.

Observation 1fc3d3d4-b35e-41ea-af10-5bcd290746a6 · outbound

This paper cites and Bischl, Bernd and Torgo, Luis , journal =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research and Bischl, Bernd and Torgo, Luis , journal =

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:08.516080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0711b329-442a-4065-8444-6555d9ced230 · outbound

This paper cites Benchmarking Materials Property Prediction Methods: The.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Benchmarking Materials Property Prediction Methods: The

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:08.673326Z

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Observation 60fca023-149d-43c1-b0b1-d9dde10d6367 · outbound

This paper cites Nature , volume =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Nature , volume =

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:08.827675Z

Source-reported events for the cited work

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Observation 2ff1128d-4ebd-44c9-bebe-1603b540f4ea · outbound

This paper cites Nature , volume =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Nature , volume =

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.005092Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97747b65-5ff9-4e4d-9296-7fa4674bdb52 · outbound

This paper cites 2025 , eprint =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research 2025 , eprint =

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.110591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e61f2e89-1026-4197-aa24-17d7a838248f · outbound

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

One Run Is Not an Idea: The Implementation Lottery in Automated Research International Conference on Learning Representations , year =

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.226819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f776d012-4939-4f9b-94d3-83555f17e9d3 · outbound

This paper cites an unresolved cited work.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.369681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1593ecdc-303b-4220-947e-0996d694d508 · outbound

This paper cites Proceedings of the 39th International Conference on Machine Learning , series =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Proceedings of the 39th International Conference on Machine Learning , series =

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.530623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1531f071-7ecf-4fa3-9be6-e4da153df8d1 · outbound

This paper cites Computational Materials Science , volume =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Computational Materials Science , volume =

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.660337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fadcef1b-3686-41de-828f-c9573261d9fb · outbound

This paper cites Transactions on Machine Learning Research , year =.

One Run Is Not an Idea: The Implementation Lottery in Automated Research Transactions on Machine Learning Research , year =

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-01T12:50:09.765318Z

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Pith citing papers

No inbound Pith citation observations are available.