Pith. sign in

Paper Citation Record · LEDGER

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs

As of 23 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 0 inbound Pith citation observations for arXiv:2608.12788.

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

pith.paper-citation-record.v1
2608.12788 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T23:22:10.154218Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

46 of 46 outbound references displayed

  • verified exact2
  • verified fuzzy12
  • unresolved31
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 837e3b85-6ca7-46e4-9f83-55a2a5e52d6c · outbound

This paper cites Evaluating sakana’s ai scientist: Bold claims, mixed results, and a promising future? InACM SIGIR Forum, volume 59, pages 1–20.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Evaluating sakana’s ai scientist: Bold claims, mixed results, and a promising future? InACM SIGIR Forum, volume 59, pages 1–20

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.934851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.934851Z digest=sha256:c83e7dbf10a107a90a9a844ef20e0adb86339eec3755baf0a32c2b317fe96f69

Observation 91beca49-2f11-4ad9-aa80-5f29175476a9 · outbound

This paper cites Scienceagentbench: Toward rigorous assessment of language agents for data-driven scientific discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Scienceagentbench: Toward rigorous assessment of language agents for data-driven scientific discovery

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.940352Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.940352Z digest=sha256:78dbf0e287313c46e303738c7b1c381547492d0c257782ca09fb59ccf3cd4b14

Observation 1754ece2-f1dd-4524-8965-c72b247250cd · outbound

This paper cites ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.945466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.945466Z digest=sha256:ae47988baa929925c5f464a0779ac8c8fded301e713b41103737ac43927ac022

Observation d0461adf-1559-4675-9c95-143f515439d3 · outbound

This paper cites Towards an AI co-scientist.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Towards an AI co-scientist

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.950535Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.950535Z digest=sha256:f03234e0d511e5a50ccdebd5869bcffdab544e7e53d076b8a436ae21a4407fb8

Observation 38739797-ac74-41d6-8ca1-8cc2551187a2 · outbound

This paper cites Accelerating scien- tific discovery with co-scientist.Nature, pages 1–3, 2026.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Accelerating scien- tific discovery with co-scientist.Nature, pages 1–3, 2026

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.142355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:09.955698Z digest=sha256:c09726ec98a3f95437897664f5f9050953cfc8253def775518699d5d1608bc51

Observation d565f103-abe0-47d4-b5f8-6318c7cdab03 · outbound

This paper cites ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ScholarPeer: A Context-Aware Multi-Agent Framework for Automated Peer Review

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.960306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.960306Z digest=sha256:af9129f2f8aa81a920e19f3e45d07917ca70809668f2aec94a8459c45f424dd5

Observation fa1f8b57-1835-4f51-985d-23b92df3ae98 · outbound

This paper cites Openreviewer: A specialized large language model for gen- erating critical scientific paper reviews.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Openreviewer: A specialized large language model for gen- erating critical scientific paper reviews

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.125673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:09.965558Z digest=sha256:ca3552ebc94a2f698e533bec1c29be09afe718a7bb235b7ac0dc2bd6c15aa91c

Observation bb38a7d8-10db-4b60-a031-ba15e54f34aa · outbound

This paper cites Toward Generalist Autonomous Research via Hypothesis-Tree Refinement.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.970055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.970055Z digest=sha256:7e8a2a56ab4a17593a53b4a1a9165a5bc056c72d3d3586498c24d19f6bc8a9cf

Observation 6bfa9d87-b537-44d4-b1de-54485fb40dc9 · outbound

This paper cites Scientific agent skills: A comprehensive collection of scientific tools for ai agents,.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Scientific agent skills: A comprehensive collection of scientific tools for ai agents,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.107916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:09.975209Z digest=sha256:11878525374cc90b987b42addd172d0f7a181d41588d16de08fcad3c919382ee

Observation 7dabec48-f34b-4782-8534-810760ce31fa · outbound

This paper cites AI for Auto-Research: Roadmap & User Guide.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AI for Auto-Research: Roadmap & User Guide

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.987376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.987376Z digest=sha256:6ab94af94339893c2f796639e3c8861b45524d1eadd75bb66442fdb16a4f5e21

Observation 3df64ecf-5ef3-4c9f-bbc3-f3f150e68e55 · outbound

This paper cites AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.993157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.993157Z digest=sha256:5308d11989d0cad03bd9ba8cfd0362c9a73e99dd163bc7945608d0c46c476329

Observation 00247a62-ad65-4c3e-900d-82600de9ab6b · outbound

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

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:09.998158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:09.998158Z digest=sha256:b239e26974469dbffccee52dcc02c753c95deadc1da5cf2c86c8606fa5cc6759

Observation ec583582-fb9e-48a4-a630-2995afe09bdc · outbound

This paper cites ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.003525Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.003525Z digest=sha256:66ae5c9eceb79b3950eec0ddb38aefb10e0da7873b0c7bf2f88f709c77bf9c99

Observation 2fb12a80-dfa2-4381-a2b2-ce899e71c465 · outbound

This paper cites Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery.arXiv preprint arXiv:2603.08127, 2026.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Evoscientist: Towards multi-agent evolving ai scientists for end-to-end scientific discovery.arXiv preprint arXiv:2603.08127, 2026

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.008508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.008508Z digest=sha256:d05ea05c7c93c195289a9925e58cec337e10cbeb489e0937cea1ccd062f6f00c

Observation a2fa49c7-3b91-45dc-bdca-5087908c505c · outbound

This paper cites Ai research skills library, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Ai research skills library, 2025

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.073249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.013282Z digest=sha256:ea970e59793f59e4157d42e8b8dc293c6de614d20252354bb24e5633c7584544

Observation 3676b801-0808-4bcc-87be-604b56358134 · outbound

This paper cites AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoSci: A Memory-Centric Agentic System for the Full Scientific Research Lifecycle

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.017910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.017910Z digest=sha256:56656933e630be91cf08a44caa10d26117d0ae88c5cdc2f99b9571f7feeb1d9b

Observation ae811e8b-0469-435f-9a9c-1b9c2eb79d52 · outbound

This paper cites Agent laboratory: Using llm agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977– 6043, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Agent laboratory: Using llm agents as research assistants.Findings of the Association for Computational Linguistics: EMNLP 2025, pages 5977– 6043, 2025

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.052285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.022134Z digest=sha256:a76900ffa74902b19377de6dc60d851ed39f98acd0e173160bb514079ce022c3

Observation 4dc9970e-3ad3-4270-8b3b-7eca867269e2 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:11.034334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.026101Z digest=sha256:ed02fc6c62e66ec2070aa9148a033cc4ea05217b1f090ab66c9719811aeb6760

Observation c6418bed-5e5a-41cf-a9ed-70dd9babd05a · outbound

This paper cites PaperBench: Evaluating AI's Ability to Replicate AI Research.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs PaperBench: Evaluating AI's Ability to Replicate AI Research

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.030184Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.030184Z digest=sha256:fe313fc8b6ba2d190f17460369b3ee1f5f13c480ba2da1723166b72540ae03ea

Observation 3d2d5d19-cd2e-4715-aeed-4bd016dd58cd · outbound

This paper cites Ai-researcher: Autonomous scientific innovation.Advances in Neural Information Processing Systems, 38:9481–9520, 2026.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Ai-researcher: Autonomous scientific innovation.Advances in Neural Information Processing Systems, 38:9481–9520, 2026

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.017696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.034363Z digest=sha256:6ce3c5acf3075219de49b901a3ef21abc75e410ffbd3bc62c21e8bda3fc04112

Observation 89873eba-9153-47aa-97f7-2ffadc547fb5 · outbound

This paper cites AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.038445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.038445Z digest=sha256:97d19a045deee129605c5bf26ee88ba77851fb283faf51a11028cda590d86899

Observation 2d25e1e3-ec2f-4889-9657-766be2fe770b · outbound

This paper cites Autonomous ‘self-driving’laboratories: a review of tech- nology and policy implications.Royal Society Open Science, 12(7):250646, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Autonomous ‘self-driving’laboratories: a review of tech- nology and policy implications.Royal Society Open Science, 12(7):250646, 2025

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.994659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.042798Z digest=sha256:9eb65b61a8595e290253c20d9554351ebfa8fa57b4d00c8cdac13cfaec27a406

Observation fb725c3f-9f6e-43f9-a12b-51be173d0594 · outbound

This paper cites Deep research arena: The first exam of llms’ research abilities via seminar- grounded tasks.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Deep research arena: The first exam of llms’ research abilities via seminar- grounded tasks

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.974974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.046841Z digest=sha256:4526258085c8b47834539e2594214d8248f379b9478f226c901612fb6ae05425

Observation d0398953-3ace-4068-b09a-45f52d3761a1 · outbound

This paper cites FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs FIRE-Bench: Evaluating AI Agents on the Rediscovery of Scientific Insights

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.051070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.051070Z digest=sha256:7d63b035cdca074c8a9cef83c85f7e0beb1a237693437a2594278987781126f5

Observation b57e7ee5-d1f0-4349-a612-7251b5fd6bda · outbound

This paper cites From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs From ai for science to agentic science: A survey on autonomous scientific discovery.arXiv preprint arXiv:2508.14111, 2025

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.055877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.055877Z digest=sha256:74d9ccfc4d7bceef2804221c95de0dfb97eb341778ae15b6fe2df8948bbb72c2

Observation 5b5cb6f0-cc13-4965-9dd1-f8ba95a21d51 · outbound

This paper cites Cycleresearcher: Improving automated research via automated review.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Cycleresearcher: Improving automated research via automated review

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.957745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.061067Z digest=sha256:72b3e79050e4e8721f0d39e73ba510259bcc6b2727d22c9dbc0fd62d36d3bd55

Observation 3fa4f5b0-79df-4c64-9d55-24e57dc9128c · outbound

This paper cites Deepscien- tist: Advancing frontier-pushing scientific findings progressively.arXiv preprint arXiv:2509.26603, 2025.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Deepscien- tist: Advancing frontier-pushing scientific findings progressively.arXiv preprint arXiv:2509.26603, 2025

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.065647Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.065647Z digest=sha256:b2f036ebd24e12e70314f246dcf198b744493753834cf94780f30e4ee849dc64

Observation ade2d7c3-1be6-4b1c-9cc5-cb1b773b525d · outbound

This paper cites DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs DeepReviewer 2.0: A Traceable Agentic System for Auditable Scientific Peer Review

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.070174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.070174Z digest=sha256:9a500ae386bf104c3983546851163a5c848ccdc6ab82f66d41b22012669d78e3

Observation 865281dc-c736-49b3-a199-3f1f2cd74559 · outbound

This paper cites Claw AI Lab: An Autonomous Multi-Agent Research Team.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Claw AI Lab: An Autonomous Multi-Agent Research Team

Reference 29

Resolution
verified exact
local_arxiv, observed 2026-08-15T23:22:10.299133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.075020Z digest=sha256:12abc725c7bf91a7ad2dd1bd79c7532b656b37d62b40269bdba7b639e8ece858

Observation 9c84922d-b647-407c-9514-e669fceab086 · outbound

This paper cites AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.080145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.080145Z digest=sha256:a75d9086146cd6cf611c726fe5c6be0b132b6370f89c6bef3eecf7f63d3eaaf4

Observation eb789eff-8827-42ef-8170-8370ff9afffb · outbound

This paper cites NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation

Reference 31

Resolution
verified exact
local_arxiv, observed 2026-08-15T23:22:10.257907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.085426Z digest=sha256:9b35912673b008929139bf213fe5559a053ca3b302e26f948e5df043f08cb439

Observation 78a889c4-bdd2-4d14-a10c-a31fca55de40 · outbound

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

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.089802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.089802Z digest=sha256:cac9dc381efeb966edeeb7eff9da4a3feab4046f7c4bf72c234e5ae4eb6d7f66

Observation a6caa9d0-77c8-4e26-9d64-424f3bbea0c5 · outbound

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

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.095462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.095462Z digest=sha256:c4f554666f0d4994b2ee0090a9916d8249b9bedc9391561027bfdb1c70efac2e

Observation 3a653e6d-da59-4aad-9aed-55f797d8ef5f · outbound

This paper cites AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-15T23:22:10.100345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T23:22:10.100345Z digest=sha256:2707e2d3b8cc2c60714a064456762218a6e100ff3439fec393414ef6e8451122

Observation 32f4f5b1-3a7b-49dd-a3d8-fedd508a513d · outbound

This paper cites From automation to autonomy: A survey on large language models in scientific discovery.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs From automation to autonomy: A survey on large language models in scientific discovery

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.939794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.105216Z digest=sha256:3c18a4dd7c743ba28c6fd58c12933af96e9d34484899478cf371ae82d1801b1d

Observation 64a02b4b-f104-4c64-80ee-687bd2366297 · outbound

This paper cites Deepreview: Improving llm-based paper review with human-like deep thinking process.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Deepreview: Improving llm-based paper review with human-like deep thinking process

Reference 36

Resolution
malformed identifier
raw_fallback, observed 2026-08-15T23:22:10.924719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.110355Z digest=sha256:198d24a91cfc46dad2c330da4164315f67d6a8ce83d1e8dcf803873868f01341

Observation 3aad24cd-a8a8-4615-8582-7701ef3e15c7 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.908471Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.116564Z digest=sha256:0a04c73a8ac1928286115c1c66d8701420663a92e491f5ddff7f5bd43f422127

Observation bf43fdd4-2c21-4851-99dc-0d1893248a71 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.891113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.121450Z digest=sha256:a64127422549ca32636dad1a2e8e4c8a74454211b4768377cc6eb658cb214b5b

Observation 87f9150d-0c94-4972-942a-065fc6beccb5 · outbound

This paper cites • Dependency Check: Inspect ‘requirements.txt‘ or ‘environment.yml‘ to verify whether special dependency libraries mentioned in the proposal are included.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs • Dependency Check: Inspect ‘requirements.txt‘ or ‘environment.yml‘ to verify whether special dependency libraries mentioned in the proposal are included

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:10.874155Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.126540Z digest=sha256:47380383ae3f6c0733638f089fee82e74175b02abf994bf93e7ff82c1b3f87a1

Observation 39e47542-6c1d-4a64-a53f-6d450e9fa409 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.856599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.132307Z digest=sha256:bfa1c97fa8c7005fb885cbf2426f3401e0b71d93f7203d8af543532ed1a821f3

Observation b09c3f60-f9ab-46ee-b106-3331d85d3b3e · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.838552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.137104Z digest=sha256:a2460259fd526e6f6da5a76f8ba7ae4b8e327b0a1c8661adaa2c3e89471d75a7

Observation 338ba150-e200-4493-8040-6bfca7edcfed · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.823661Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.141397Z digest=sha256:67eeccb8c0a3404333eec85501b22f8fe1518b9ef5f7ce2f8d0fb4f8efbe2b10

Observation c74a43d5-3ead-4a50-8d9c-81b14338fc56 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.808166Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.145895Z digest=sha256:9baf8ef8ef20a6b35bd9c46d9903c4d442479c60a4df8074df33cb4fe81abac7

Observation 6223d3b0-7805-407d-8bdb-59ed874b2b93 · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.790542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.150106Z digest=sha256:dd1bb8272971a6b35e5847339b5bf2db3082bb972da3772c5b3f7f612d2b4350

Observation 1ecbd36f-4467-4239-81a7-086002fb8aee · outbound

This paper cites an unresolved cited work.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-15T23:22:10.772154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:10.154218Z digest=sha256:e984119498cf0097b7a2e57ae0aca6796f5a5bc54ca5d87978a815784d9dc58a

Observation d65c0cc7-9d67-42cb-b331-c0baab7bd2e7 · outbound

This paper cites 148 skills cov- ering databases, packages, integrations, and analysis tools.

ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs 148 skills cov- ering databases, packages, integrations, and analysis tools

Reference 2026

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T23:22:11.090546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T23:22:09.980831Z digest=sha256:bf991de40302c7d408eaeb061c20acc1be682af04b82964e7b23531855df9595

Pith citing papers

No inbound Pith citation observations are available.