Paper Citation Record · LEDGER

FARS: A Fully Automated Research System Deployed at Scale

As of 7 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 3 inbound Pith citation observations for arXiv:2606.31651.

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

pith.paper-citation-record.v1
2606.31651 v2

Coverage vector

measured 26 of 26 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-14T16:55:37.417202Z

measured 29 of 29 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T04:16:43.892610Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-06T04:16:47.057257Z

Reference resolution

26 of 26 outbound references displayed

verified exact0
verified fuzzy0
unresolved26
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 431e1183-1db7-4b3e-9b5d-d5536437e21a · outbound

This paper cites OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs.

FARS: A Fully Automated Research System Deployed at Scale OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ca7e5c5-d84a-45aa-af53-45729841a9b1 · outbound

This paper cites ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models.

FARS: A Fully Automated Research System Deployed at Scale ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b68471c7-0cac-48ee-b6b9-8c517ab31174 · outbound

This paper cites Has the Machine Learning Review Process Become More Arbitrary as the Field Has Grown? The NeurIPS 2021 Consistency Experiment.

FARS: A Fully Automated Research System Deployed at Scale Has the Machine Learning Review Process Become More Arbitrary as the Field Has Grown? The NeurIPS 2021 Consistency Experiment

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 61712a6b-7ace-4274-811a-ed93e50b9da8 · outbound

This paper cites Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener, Angela Yiu, Caralyn J.

FARS: A Fully Automated Research System Deployed at Scale Ali Essam Ghareeb, Benjamin Chang, Ludovico Mitchener, Angela Yiu, Caralyn J

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9840578d-9cbc-46bb-9285-a67aa38b5d09 · outbound

This paper cites URLhttps://www.nature.com/articles/ s41586-026-10652-y.

FARS: A Fully Automated Research System Deployed at Scale URLhttps://www.nature.com/articles/ s41586-026-10652-y

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5694a9a3-7b59-4102-bbb9-b43b892a0df3 · outbound

This paper cites an unresolved cited work.

FARS: A Fully Automated Research System Deployed at Scale Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf71b5f8-89dd-4fe1-82a8-67de73b19e50 · outbound

This paper cites A Survey on LLM-as-a-Judge.

FARS: A Fully Automated Research System Deployed at Scale A Survey on LLM-as-a-Judge

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 490b25af-c307-4926-b17b-7874354c2ff5 · outbound

This paper cites MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation.

FARS: A Fully Automated Research System Deployed at Scale MLAgentBench: Evaluating Language Agents on Machine Learning Experimentation

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1da4c34f-d71a-4768-9e34-1f82ed243112 · outbound

This paper cites Weld, and Peter Clark.

FARS: A Fully Automated Research System Deployed at Scale Weld, and Peter Clark

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 060c7b41-23c8-4115-b3c9-43b701e9841c · outbound

This paper cites an unresolved cited work.

FARS: A Fully Automated Research System Deployed at Scale Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bb3d404-5ad1-4dba-baf1-127af5b0d7f1 · outbound

This paper cites EXP-Bench: Can AI Conduct AI Research Experiments?.

FARS: A Fully Automated Research System Deployed at Scale EXP-Bench: Can AI Conduct AI Research Experiments?

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c3bf2df4-57d4-4680-801e-f841a24c3e8b · outbound

This paper cites an unresolved cited work.

FARS: A Fully Automated Research System Deployed at Scale Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06564d96-f70a-4616-9998-950a9f45f7ee · outbound

This paper cites Can large language models provide useful feedback on research papers? A large-scale empirical analysis.

FARS: A Fully Automated Research System Deployed at Scale Can large language models provide useful feedback on research papers? A large-scale empirical analysis

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb79d71a-a231-4563-9d79-035bad949135 · outbound

This paper cites AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration.

FARS: A Fully Automated Research System Deployed at Scale AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e4f2a9b-eb30-4d75-b037-0554f2577b6f · outbound

This paper cites AIGS: Generating Science from AI-Powered Automated Falsification.

FARS: A Fully Automated Research System Deployed at Scale AIGS: Generating Science from AI-Powered Automated Falsification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f6ed30b-5639-4eb2-8e51-71d8f94e3c8e · outbound

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

FARS: A Fully Automated Research System Deployed at Scale The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 372cf394-42a6-4370-92ac-fbf59595a9cf · outbound

This paper cites ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence.

FARS: A Fully Automated Research System Deployed at Scale ScientistOne: Towards Human-Level Autonomous Research via Chain-of-Evidence

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f64f50a8-9c59-4ac8-8d4b-d7fb79421c03 · outbound

This paper cites 17 Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Michael Moor, Zicheng Liu, and Emad Barsoum.

FARS: A Fully Automated Research System Deployed at Scale 17 Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Michael Moor, Zicheng Liu, and Emad Barsoum

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 196e3031-9f15-4e0e-aae5-431bfee72615 · outbound

This paper cites Agent Laboratory: Using LLM Agents as Research Assistants.

FARS: A Fully Automated Research System Deployed at Scale Agent Laboratory: Using LLM Agents as Research Assistants

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23a01485-5d13-4010-96f4-806d531229b3 · outbound

This paper cites Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers.

FARS: A Fully Automated Research System Deployed at Scale Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84299422-4011-44e4-af9b-299e58ff37c5 · outbound

This paper cites AI-Researcher: Autonomous Scientific Innovation.

FARS: A Fully Automated Research System Deployed at Scale AI-Researcher: Autonomous Scientific Innovation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18c8748a-cdee-4550-b150-ed82b241cb44 · outbound

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

FARS: A Fully Automated Research System Deployed at Scale The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb800ed2-85a1-42fd-bee4-d3351b74de77 · outbound

This paper cites ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration.

FARS: A Fully Automated Research System Deployed at Scale ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9cc9a3c-2444-4959-8170-ac07d70756c0 · outbound

This paper cites Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis.

FARS: A Fully Automated Research System Deployed at Scale Automated Peer Reviewing in Paper SEA: Standardization, Evaluation, and Analysis

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9223182-2a20-4768-a691-424cd85088c2 · outbound

This paper cites Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena.

FARS: A Fully Automated Research System Deployed at Scale Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6229edf-a51c-47a4-8845-739aa9de19fa · outbound

This paper cites Position Bias Correction is Insufficient for One-Pass Attention Sorting.

FARS: A Fully Automated Research System Deployed at Scale Position Bias Correction is Insufficient for One-Pass Attention Sorting

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-14T16:55:37.417202Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 301c2d1d-eb75-47f6-a979-5c574d4b4b5f · inbound

IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation cites this paper.

IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation FARS: A Fully Automated Research System Deployed at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-14T13:58:30.439198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d2fcde2-95f0-4aa4-8866-f429ed4629fb · inbound

IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation cites this paper.

IdeaTrail: Full-Process Agent Trajectories for Scientific Ideation FARS: A Fully Automated Research System Deployed at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T07:23:15.856829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94739ef2-6069-48a4-9242-f0af47e75667 · inbound

Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning cites this paper.

Argus: A General-Purpose Agentic Runtime for Long-Horizon Reasoning FARS: A Fully Automated Research System Deployed at Scale

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-06T04:16:47.208278Z

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.