Paper Citation Record · LEDGER

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery

As of 21 August 2026, this Paper Citation Record lists 47 of 47 outbound references and 0 inbound Pith citation observations for arXiv:2607.02807.

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

pith.paper-citation-record.v1
2607.02807 v1

Coverage vector

measured 47 of 47 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T06:56:07.062101Z

measured 47 of 47 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

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 19a86834-454f-4b20-a81c-f70fa3bc6fdc · outbound

This paper cites GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea89c65b-17ae-4a47-b595-2e05f03acf5e · outbound

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

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery CodeEvolve: an open source evolutionary coding agent for algorithmic discovery and optimization

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation 73808a01-ff6f-4298-9b6d-4072d4941c24 · outbound

This paper cites Entropy-guided dynamic expert selection in mixture-of-experts models, January 2026.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Entropy-guided dynamic expert selection in mixture-of-experts models, January 2026

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation c4f0d93f-b2ae-4f9c-aef7-7901dee354df · outbound

This paper cites Large Language Monkeys: Scaling Inference Compute with Repeated Sampling.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Large Language Monkeys: Scaling Inference Compute with Repeated Sampling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation eeccc956-5c61-4adc-b6c6-8b5a5f4fa18d · outbound

This paper cites Flex: Continuous agent evolution via forward learning from experience.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Flex: Continuous agent evolution via forward learning from experience

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation f9660990-c339-4ea1-94e9-79194246866b · outbound

This paper cites Adaevolve: Adaptive llm driven zeroth-order optimization.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Adaevolve: Adaptive llm driven zeroth-order optimization

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e7d4434-3aca-4627-ba5e-571d833b3b6c · outbound

This paper cites Avo: Agentic variation operators for autonomous evolutionary search.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Avo: Agentic variation operators for autonomous evolutionary search

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14f977e8-d03a-4666-b0c0-357e46b3535f · outbound

This paper cites Barbarians at the gate: How ai is upending systems research.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Barbarians at the gate: How ai is upending systems research

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961b16e2-bdf1-4b97-9c48-9eb1ae15058c · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Training Verifiers to Solve Math Word Problems

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3363c944-dfe7-427f-9782-0a8e40b18941 · outbound

This paper cites CodeMonkeys: Scaling Test-Time Compute for Software Engineering.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery CodeMonkeys: Scaling Test-Time Compute for Software Engineering

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de0b4d5c-a08b-445d-a351-c223dd5066a6 · outbound

This paper cites Towards an AI co-scientist.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Towards an AI co-scientist

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Unavailable: canonical work link unavailable.

Observation 6cdf7362-7a25-413a-a2cd-e0478b920897 · outbound

This paper cites Sam decoding: Speculative decoding via suffix automaton.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Sam decoding: Speculative decoding via suffix automaton

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 767c3a7e-b00e-4ae1-87f6-d9e46702f794 · outbound

This paper cites SpecDec++ : Boosting speculative decoding via adaptive candidate lengths.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery SpecDec++ : Boosting speculative decoding via adaptive candidate lengths

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation cff85166-625f-4e4f-a0ea-be2ecd0c1beb · outbound

This paper cites Ale-bench: A benchmark for long-horizon objective-driven algorithm engineering.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Ale-bench: A benchmark for long-horizon objective-driven algorithm engineering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation c071f550-a027-4b47-8ecf-b51b4da6110f · outbound

This paper cites LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2c3641b7-1869-48fb-b966-71a39f3d7057 · outbound

This paper cites autoresearch, 2026.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery autoresearch, 2026

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation eb965f9b-8ccf-407b-b7e4-5e69aeaeabbd · outbound

This paper cites Mahoney, Amir Gholami, and Kurt Keutzer.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Mahoney, Amir Gholami, and Kurt Keutzer

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 7e0ae0f8-cd0d-41d2-9249-06982c8490ce · outbound

This paper cites Gonzalez, Hao Zhang, and Ion Stoica.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Gonzalez, Hao Zhang, and Ion Stoica

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Unavailable: canonical work link unavailable.

Observation 418ac93c-db37-4ed1-9dfc-5976e15eae83 · outbound

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

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery ShinkaEvolve: Towards Open-Ended And Sample-Efficient Program Evolution

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation fec7ad0c-b3c4-4a03-a3fd-a25063c94e8f · outbound

This paper cites Fast inference from transformers via speculative decoding.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Fast inference from transformers via speculative decoding

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 677cec20-ade8-41fd-9141-2a24f1e7baf9 · outbound

This paper cites EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery EAGLE-3: Scaling up Inference Acceleration of Large Language Models via Training-Time Test

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e1f1269-e0bb-450e-9327-34d45c957114 · outbound

This paper cites Let's verify step by step.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Let's verify step by step

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Unavailable: canonical work link unavailable.

Observation 774a2e5b-4ffa-4a73-9a18-0f2e845d8dfd · outbound

This paper cites Evox: Meta-evolution for automated discovery.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Evox: Meta-evolution for automated discovery

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Unavailable: canonical work link unavailable.

Observation 5b1679fe-0438-4760-a23f-27fc253423d0 · outbound

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

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 986c9f53-6ecf-4aa2-b836-c2f6b6cef4df · outbound

This paper cites AdaSD: Adaptive Speculative Decoding for Efficient Language Model Inference.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery AdaSD: Adaptive Speculative Decoding for Efficient Language Model Inference

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 65f68778-d1f5-448b-a360-bf21264d65d7 · outbound

This paper cites Performance: 53\ https://github.com/Shopify/liquid/pull/2056, mar 2026.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Performance: 53\ https://github.com/Shopify/liquid/pull/2056, mar 2026

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation a3f288c0-e61f-410e-af22-e195e297f9ca · outbound

This paper cites AIME 2026.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery AIME 2026

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d3e7af8-9bd5-4452-b72d-790e78069e3c · outbound

This paper cites Illuminating search spaces by mapping elites.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Illuminating search spaces by mapping elites

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 5134690b-fe34-4890-ac56-8ed9dd705b31 · outbound

This paper cites s1: Simple test-time scaling.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery s1: Simple test-time scaling

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 1e6b77f3-ec87-4791-8bb2-1d808150c0cf · outbound

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

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery AlphaEvolve: A coding agent for scientific and algorithmic discovery

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 777ae8e4-7c42-48cc-8546-555eda36272a · outbound

This paper cites Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Claudini: Autoresearch Discovers State-of-the-Art Adversarial Attack Algorithms for LLMs

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 6cb03dad-1a9a-457f-bbcb-6e91d048dfd9 · outbound

This paper cites Humanity's Last Exam.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Humanity's Last Exam

Reference 32

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation cf93378d-e566-4952-96c2-8d19ed3678ca · outbound

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

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery CORAL: Towards Autonomous Multi-Agent Evolution for Open-Ended Discovery

Reference 33

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b27a31dd-42c5-492a-8651-e92b594294d2 · outbound

This paper cites Recursive introspection: Teaching language model agents how to self-improve.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Recursive introspection: Teaching language model agents how to self-improve

Reference 34

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 5eba0648-fc39-4669-a539-2edf3754db5e · outbound

This paper cites GPQA: A Graduate-Level Google-Proof Q&A Benchmark.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery GPQA: A Graduate-Level Google-Proof Q&A Benchmark

Reference 35

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation f389a5b5-cd2f-40a2-b51a-fcc92782247e · outbound

This paper cites Autokernel.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Autokernel

Reference 36

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 12138329-3098-4f31-a64c-c1e407d96b46 · outbound

This paper cites Hive, 2026.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Hive, 2026

Reference 37

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64bdc57c-785d-48e5-beb2-9ee25856f9f0 · outbound

This paper cites Mathematical discoveries from program search with large language models.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Mathematical discoveries from program search with large language models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation 9198a6f7-9c40-46db-8ed0-5a874ee534dc · outbound

This paper cites Openevolve: an open-source evolutionary coding agent, 2025.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Openevolve: an open-source evolutionary coding agent, 2025

Reference 39

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation ec4924e5-430f-4eb7-b06a-789cba74ffae · outbound

This paper cites Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb9b04b-fbd9-4635-b2dd-70866373d9db · outbound

This paper cites ThetaEvolve: Test-time Learning on Open Problems.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery ThetaEvolve: Test-time Learning on Open Problems

Reference 41

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f29c9bae-0bbd-42dc-932b-e24c99de737c · outbound

This paper cites Agentless: Demystifying llm-based software engineering agents.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Agentless: Demystifying llm-based software engineering agents

Reference 42

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

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Observation 9a14c36c-6441-45bd-a49c-3343a5172d3d · outbound

This paper cites Pacevolve: Enabling long-horizon progress-aware consistent evolution.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Pacevolve: Enabling long-horizon progress-aware consistent evolution

Reference 43

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation 8b931106-bc62-4273-9d0f-4fc49a15de8c · outbound

This paper cites Evaluation-driven Scaling for Scientific Discovery.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Evaluation-driven Scaling for Scientific Discovery

Reference 44

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

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Observation ed60c5d4-ae6a-4248-bc63-394472145364 · outbound

This paper cites Learning to Discover at Test Time.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Learning to Discover at Test Time

Reference 45

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b477fa9-0931-49e3-848b-2adef6fde303 · outbound

This paper cites Pi coding agent.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Pi coding agent

Reference 46

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54dfda8b-dd22-48f2-ba6b-e8dd3e8b80a0 · outbound

This paper cites Gonzalez, Clark Barrett, and Ying Sheng.

SwarmResearch: Orchestrating Coding Agents for Open-Ended Discovery Gonzalez, Clark Barrett, and Ying Sheng

Reference 47

Resolution: unresolved; no resolver link, observed 2026-07-12T06:56:07.062101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.