Paper Citation Record · LEDGER

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces

As of 21 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2608.04341.

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

pith.paper-citation-record.v1
2608.04341 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:25:56.859088Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

30 of 30 outbound references displayed

verified exact1
verified fuzzy2
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation dd9daa46-e14b-45d9-be42-fc91e07f7138 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.729103Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efaae44b-f2bf-4c98-ac86-47951d086c87 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.704804Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b05405c3-ca8e-468a-be1b-07c1cc61b702 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.690106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4acb5aec-1691-4fc3-8233-9ae2ff7036ab · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.743315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a54e3c30-6c6b-4d01-9838-d33db8cfd393 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.651658Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2f68e382-e9e5-4d73-95d9-7079b48f17d9 · outbound

This paper cites Tenenbaum, and Igor Mor- datch.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Tenenbaum, and Igor Mor- datch

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:25:57.637021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 75d06061-88b6-4d02-90a3-35fe4aaac407 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.762390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d021e1ec-bf2d-4ba6-9f29-626f644c9be7 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.766672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ded3d29-94d8-42ab-add8-a27678608e46 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.613490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 286397ac-082d-489b-8f2f-66dce5c4c39b · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.599126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 42f8b4ad-7e4d-4fb1-960c-7583752d20c5 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.585541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71c1d9be-4403-4022-8e47-efdcd58c94c6 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.783522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24f51849-cfcb-4eab-ab1a-7bf86c839670 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.788008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33292394-5713-4ac9-b1a2-a51b32d3ef71 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.555444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5171802f-4841-4773-86da-40a6aad30a86 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-08-08T19:25:57.198155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a91d67c-f390-46ff-b73b-e14d1bdd8ec3 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.801049Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f4b3616-4da9-405f-9c6a-d073173ee440 · outbound

This paper cites AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.809828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a7ec093-b1bd-4274-9e73-ebf8d3f29ec8 · outbound

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

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.814184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0af9449a-5230-48d5-b7b7-ce8c7ba5f3f1 · outbound

This paper cites Illuminating search spaces by mapping elites.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Illuminating search spaces by mapping elites

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.818950Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f44a1da-e3ff-41df-8386-a25bdc4913dc · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.518142Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 08ee5c4d-f7ad-4686-a6d2-4a4337c7a5d1 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.504330Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 36a659fe-5a4c-490e-add5-e9ac3567eb00 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.490608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 00621980-3c10-4f83-9d22-7ec2e5d870f2 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.476762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6782b098-1cf0-4f75-a154-7144adbff781 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T19:25:56.842056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18182a3e-44f2-4051-b76a-32507158b8d5 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.452570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 923dd25d-d94b-4876-a644-71c1f556de23 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.437974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cdd1b97b-cb2f-462f-848d-579f3ba7f286 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.423286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b70fdb99-184a-4ec6-b7ec-e91eac3a16a6 · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.408504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c934e4bc-f5ed-4f23-81af-27528d08b19d · outbound

This paper cites an unresolved cited work.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces Unresolved cited work

Reference 2021

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:25:57.531829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61da4d76-84d6-4e20-8302-ad63a461f33a · outbound

This paper cites InFindings of the Asso- ciation for Computational Linguistics: ACL 2024.

Continuous Improvement and Parallel Autonomous Exploration: An LLM-Agent Framework for Searching Large Solution Spaces InFindings of the Asso- ciation for Computational Linguistics: ACL 2024

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:25:57.666619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.