Paper Citation Record · LEDGER

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents

As of 6 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2606.03678.

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

pith.paper-citation-record.v1
2606.03678 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T10:21:16.202424Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

36 of 36 outbound references displayed

verified exact12
verified fuzzy0
unresolved23
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 1a0b4ef6-1520-4f3f-87f0-50d041f9429e · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a2b68eae-5adb-493e-ae92-59932f3f4447 · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed71c7a1-0ef7-48c6-a9bb-dea0a0b58b10 · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 97f9eb0a-d90c-4e22-90f2-15c057003030 · outbound

This paper cites Steerable Adversarial Scenario Generation through Test-Time Preference Alignment.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Steerable Adversarial Scenario Generation through Test-Time Preference Alignment

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.992845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d100323d-91b3-4f4f-889a-e5f0408da92e · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13fe992d-9ac3-43ea-97d4-09c572d77f4b · outbound

This paper cites Rempe, J.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Rempe, J

Reference 6

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9d8aa60-1f9f-472d-984d-7883a7347271 · outbound

This paper cites FREA: Feasibility-Guided Generation of Safety-Critical Scenarios with Reasonable Adversariality.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents FREA: Feasibility-Guided Generation of Safety-Critical Scenarios with Reasonable Adversariality

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:06:29.954437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f22d1617-a2ab-4e5c-ac37-7ac35a85b17e · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 561bae17-0abd-408a-abc7-17bd4b239cd3 · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6976614-af2e-4632-8057-2881ef422994 · outbound

This paper cites Zhang, C.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Zhang, C

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0037fed1-4941-4635-878e-b7e5b5da0d1a · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e348ad53-b108-478a-99ff-221707623df1 · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 486cd88e-8888-4549-a3ea-0108969be999 · outbound

This paper cites Enhancing Autonomous Vehicle Training with Language Model Integration and Critical Scenario Generation.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Enhancing Autonomous Vehicle Training with Language Model Integration and Critical Scenario Generation

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:06:29.975379Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cf7a49fa-8922-4323-8b88-a52dd7bb5cab · outbound

This paper cites Shinn, F.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Shinn, F

Reference 14

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f68d472-633c-4bc9-80c1-be696a7dde4f · outbound

This paper cites Voyager: An Open-Ended Embodied Agent with Large Language Models.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Voyager: An Open-Ended Embodied Agent with Large Language Models

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.965579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 2c87ca48-f3a4-4c4f-89cf-db5a92ba617f · outbound

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

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 16

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.969021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ffbea1f5-7213-48ef-a916-532e25add07f · outbound

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

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.986005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9e579197-9d4b-4ae5-8069-3ae41be6126f · outbound

This paper cites ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Reference 18

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.958780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

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

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

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 2026-08-06T06:34:29.942622+00:00.

Observation 8957fafb-b861-43ea-adf7-46923066733c · outbound

This paper cites Pan, Alexander Du, Kurt Keutzer, Alvin Cheung, Alexandros G.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Pan, Alexander Du, Kurt Keutzer, Alvin Cheung, Alexandros G

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:06:29.961054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f45887ca-44b1-4d45-a111-75b6fbfe669b · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4bc8987-9eb3-4c48-8560-14a15fa8c7c6 · outbound

This paper cites Dosovitskiy, G.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Dosovitskiy, G

Reference 22

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32dfda31-5db4-4656-912d-115c1ae13f94 · outbound

This paper cites Codex.https://developers.openai.com/codex, 2026.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Codex.https://developers.openai.com/codex, 2026

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9a9f600-fb8b-4f02-a261-9ff6237f2de0 · outbound

This paper cites Claude Code.https://docs.anthropic.com/en/docs/agents-and-tools/ claude-code/overview, 2026.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Claude Code.https://docs.anthropic.com/en/docs/agents-and-tools/ claude-code/overview, 2026

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a8faea1-58b2-4fc5-a829-ca1c9a84b360 · outbound

This paper cites Zhang, Z.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Zhang, Z

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ec9466f-8e46-4e30-b97a-9dd6683d26f3 · outbound

This paper cites Zhang, S.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Zhang, S

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 757b10dd-6c6f-43d7-bcb9-564ed9459603 · outbound

This paper cites Hanselmann, K.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Hanselmann, K

Reference 27

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3bef014-6149-4348-a774-08fcf9825da7 · outbound

This paper cites Stoler, I.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Stoler, I

Reference 28

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99904dd-43fe-4d90-a458-0617fdee58ee · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584ca943-aed0-45a4-813c-31c0cede10a8 · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48026d17-d70b-4231-a267-7d522edaeaa1 · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-07-02T03:06:29.979166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3f3959a1-1ba2-4a6d-af57-bc6eb52a81bf · outbound

This paper cites ReAct: Synergizing Reasoning and Acting in Language Models.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents ReAct: Synergizing Reasoning and Acting in Language Models

Reference 32

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.989306Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 125de4e6-601b-4604-8c94-1b15cacbf82f · outbound

This paper cites an unresolved cited work.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99953f1a-ae6c-4454-afcb-81865c27d38e · outbound

This paper cites Zhang, S.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Zhang, S

Reference 34

Resolution: unresolved; no resolver link, observed 2026-06-28T10:21:16.202424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060bf9a5-2c54-4868-b26b-6bc23c047a6e · outbound

This paper cites Meta-Harness: End-to-End Optimization of Model Harnesses.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents Meta-Harness: End-to-End Optimization of Model Harnesses

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-07-02T03:06:29.982623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 689fc639-1886-48bb-b191-b13618197de6 · outbound

This paper cites response id.

EvoDrive: Pareto Evolution for Safety-Critical Autonomous Driving via Self-Improving LLM Agents response id

Reference 36

Resolution: malformed identifier; arxiv_id, observed 2026-07-02T03:06:29.962106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.