Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Evolution through Large Models
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 29 inbound Pith citation observations for arXiv:2206.08896.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-08T12:17:55.240180Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
4
arxiv_reference, observed 2026-08-05T02:28:24.338817Z
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation b2dbbfe1-5037-4d47-a63d-d9a4b973192a · inbound
Large Language Models as Optimizers cites this paper.
Large Language Models as Optimizers Evolution through Large Models
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-15T00:04:31.277808Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e275e89c-220c-406a-9628-c3b1ceb9a0ac · inbound
EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers cites this paper.
EvoPrompt: Connecting LLMs with Evolutionary Algorithms Yields Powerful Prompt Optimizers Evolution through Large Models
Reference 169
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-16T06:11:49.604386Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5008e71c-6d61-46ca-8c28-6324496221f9 · inbound
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution cites this paper.
Promptbreeder: Self-Referential Self-Improvement Via Prompt Evolution Evolution through Large Models
Reference 198
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T08:12:35.195170Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cfad3312-356c-4e53-8891-6367b749aeba · inbound
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery cites this paper.
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery Evolution through Large Models
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-11T04:42:32.181556Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c440a9be-a455-4de1-80be-c79a067bcde2 · inbound
Automated Capability Discovery via Foundation Model Self-Exploration cites this paper.
Automated Capability Discovery via Foundation Model Self-Exploration Evolution through Large Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-08T12:17:55.240180Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation def2b7f9-068a-4483-a1d2-375dc17bdce1 · inbound
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms cites this paper.
SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms Evolution through Large Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T05:59:03.428683Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a72e4654-acca-44ea-b19b-5dcf54fc34e2 · inbound
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space cites this paper.
ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Evolution through Large Models
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T04:39:49.830285Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a65675a6-b2a8-42da-91e0-7c76d1806eac · inbound
How Should We Meta-Learn Reinforcement Learning Algorithms? cites this paper.
How Should We Meta-Learn Reinforcement Learning Algorithms? Evolution through Large Models
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:48:48.383996Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c9613352-2fef-4563-bff4-394b4b0448d1 · inbound
Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation cites this paper.
Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation Evolution through Large Models
Reference 2022
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T12:01:25.452749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d40cab-7060-4479-8f01-5ad88f4bfc19 · inbound
ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution cites this paper.
ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution Evolution through Large Models
Reference 230
- Resolution
- verified exact
- arxiv_id, observed 2026-05-16T13:58:59.013118Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ab04af71-6669-4162-a7d7-70f219145a78 · inbound
SAIL: Sound Abstract Interpreters with LLMs cites this paper.
SAIL: Sound Abstract Interpreters with LLMs Evolution through Large Models
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T21:50:15.678990Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d233cd8a-9a8b-4a6a-b2e7-10a727f2816a · inbound
Meta-Harness: End-to-End Optimization of Model Harnesses cites this paper.
Meta-Harness: End-to-End Optimization of Model Harnesses Evolution through Large Models
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T16:15:58.090110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 079aeaff-3baa-4dce-9c69-df2faf70ea1d · inbound
Synapse: Evolving Job-Person Fit with Explainable Two-phase Retrieval and LLM-guided Genetic Resume Optimization cites this paper.
Synapse: Evolving Job-Person Fit with Explainable Two-phase Retrieval and LLM-guided Genetic Resume Optimization Evolution through Large Models
Reference 6
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T20:23:13.388128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation eadfd0f2-9592-45bc-8dfd-f44076a15091 · inbound
What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search cites this paper.
What Makes an LLM a Good Optimizer? A Trajectory Analysis of LLM-Guided Evolutionary Search Evolution through Large Models
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T13:06:05.617391Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ade697c1-1ac6-45c7-b3c9-a91685f1860b · inbound
Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search cites this paper.
Structured Progressive Knowledge Activation for LLM-Driven Neural Architecture Search Evolution through Large Models
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-11T06:25:58.448215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 74271a57-4fac-4329-8637-761156fc55fe · inbound
Internal vs. External: Comparing Deliberation and Evolution for Multi-Agent Constitutional Design cites this paper.
Internal vs. External: Comparing Deliberation and Evolution for Multi-Agent Constitutional Design Evolution through Large Models
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-12T07:26:31.936537Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation efbc2e9a-17c6-4cd2-a2f4-de7b1ea82175 · inbound
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale cites this paper.
FrontierSmith: Synthesizing Open-Ended Coding Problems at Scale Evolution through Large Models
Reference 19
- Resolution
- verified exact
- arxiv_id, observed 2026-05-15T02:03:28.886863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5fbfdf15-c4c7-4dc2-8e3a-d29811dfb744 · inbound
Effective Harness Engineering for Algorithm Discovery with Coding Agents cites this paper.
Effective Harness Engineering for Algorithm Discovery with Coding Agents Evolution through Large Models
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-19T18:12:42.706264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 04df6dfe-840c-4089-9978-7164ba88f6db · inbound
optimize_anything: A Universal API for Optimizing any Text Parameter cites this paper.
optimize_anything: A Universal API for Optimizing any Text Parameter Evolution through Large Models
Reference 15
- Resolution
- verified exact
- arxiv_id, observed 2026-05-20T05:43:23.272837Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6de4ed8a-1504-4206-b04b-e49e7f5af342 · inbound
Constitutional Arms Races in the Public Goods Game: Co-Evolving LLM Constitutions Under Cooperation-Defection Pressure cites this paper.
Constitutional Arms Races in the Public Goods Game: Co-Evolving LLM Constitutions Under Cooperation-Defection Pressure Evolution through Large Models
Reference 20
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T17:05:50.335069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5988b506-791c-4cb4-9433-0edb32c85f1e · inbound
DEI: Diversity in Evolutionary Inference for Quality-Diversity Search cites this paper.
DEI: Diversity in Evolutionary Inference for Quality-Diversity Search Evolution through Large Models
Reference 15
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T18:43:50.468470Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dcb56272-102b-4123-be0b-28f30af9e8bd · inbound
Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits cites this paper.
Compute Allocation in Evolutionary Search: From Depth-Breadth to Multi-Armed Bandits Evolution through Large Models
Reference 4
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-29T08:13:14.959250Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 01430cf3-0dac-48c5-bd57-f742e7231d49 · inbound
EvoGens: A Population-Based Heuristic Search Framework for Scientific Idea Generation cites this paper.
EvoGens: A Population-Based Heuristic Search Framework for Scientific Idea Generation Evolution through Large Models
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-06-28T22:32:44.168877Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 538dc00f-fd2e-4d46-8fa4-b9819e5c3f09 · inbound
LLM-Guided Evolution for Medical Decision Pipelines cites this paper.
LLM-Guided Evolution for Medical Decision Pipelines Evolution through Large Models
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-02T17:07:12.455264Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 398c1577-2cea-45cf-87f3-32d1a55d6bb8 · inbound
Group Selection Promotes Prosocial Prompts in Populations of LLM Agents cites this paper.
Group Selection Promotes Prosocial Prompts in Populations of LLM Agents Evolution through Large Models
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T12:29:52.418036Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 71cb20fb-83fa-4666-89e6-2151a077ba6c · inbound
Large-Language-Model Discovery of Quantum LDPC Codes through Structured Concept Evolution cites this paper.
Large-Language-Model Discovery of Quantum LDPC Codes through Structured Concept Evolution Evolution through Large Models
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T17:09:59.412325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d409d13-8386-47ef-91c0-b4f60159d9cb · inbound
Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems cites this paper.
Evolutionary Intelligence for Scientific Discovery: From Evolutionary Computation to Cumulative Discovery Systems Evolution through Large Models
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T00:55:17.107245Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8251422-9507-49b9-bb52-3fa158c849cf · inbound
Heuristic Learning for Active Flow Control Using Coding Agents cites this paper.
Heuristic Learning for Active Flow Control Using Coding Agents Evolution through Large Models
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T04:44:42.371749Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 046e5aef-ee3e-4734-99f1-026b568d1e35 · inbound
Autonomous Discovery of Wireless Communications Algorithms cites this paper.
Autonomous Discovery of Wireless Communications Algorithms Evolution through Large Models
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T17:08:05.208068Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.