Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:22:10.154218Z
Paper Citation Record · LEDGER
As of 17 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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T23:22:10.154218Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 837e3b85-6ca7-46e4-9f83-55a2a5e52d6c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 91beca49-2f11-4ad9-aa80-5f29175476a9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1754ece2-f1dd-4524-8965-c72b247250cd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0461adf-1559-4675-9c95-143f515439d3 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Towards an AI co-scientist
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38739797-ac74-41d6-8ca1-8cc2551187a2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d565f103-abe0-47d4-b5f8-6318c7cdab03 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa1f8b57-1835-4f51-985d-23b92df3ae98 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bb38a7d8-10db-4b60-a031-ba15e54f34aa · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Toward Generalist Autonomous Research via Hypothesis-Tree Refinement
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6bfa9d87-b537-44d4-b1de-54485fb40dc9 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 7dabec48-f34b-4782-8534-810760ce31fa · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AI for Auto-Research: Roadmap & User Guide
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3df64ecf-5ef3-4c9f-bbc3-f3f150e68e55 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00247a62-ad65-4c3e-900d-82600de9ab6b · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec583582-fb9e-48a4-a630-2995afe09bdc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2fb12a80-dfa2-4381-a2b2-ce899e71c465 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a2fa49c7-3b91-45dc-bdca-5087908c505c · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Ai research skills library, 2025
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3676b801-0808-4bcc-87be-604b56358134 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae811e8b-0469-435f-9a9c-1b9c2eb79d52 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 4dc9970e-3ad3-4270-8b3b-7eca867269e2 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c6418bed-5e5a-41cf-a9ed-70dd9babd05a · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs PaperBench: Evaluating AI's Ability to Replicate AI Research
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3d2d5d19-cd2e-4715-aeed-4bd016dd58cd · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 89873eba-9153-47aa-97f7-2ffadc547fb5 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2d25e1e3-ec2f-4889-9657-766be2fe770b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation fb725c3f-9f6e-43f9-a12b-51be173d0594 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d0398953-3ace-4068-b09a-45f52d3761a1 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b57e7ee5-d1f0-4349-a612-7251b5fd6bda · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b5cb6f0-cc13-4965-9dd1-f8ba95a21d51 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Cycleresearcher: Improving automated research via automated review
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3fa4f5b0-79df-4c64-9d55-24e57dc9128c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ade2d7c3-1be6-4b1c-9cc5-cb1b773b525d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 865281dc-c736-49b3-a199-3f1f2cd74559 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Claw AI Lab: An Autonomous Multi-Agent Research Team
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 9c84922d-b647-407c-9514-e669fceab086 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation eb789eff-8827-42ef-8170-8370ff9afffb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 78a889c4-bdd2-4d14-a10c-a31fca55de40 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a6caa9d0-77c8-4e26-9d64-424f3bbea0c5 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs ARIS: Autonomous Research via Adversarial Multi-Agent Collaboration
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3a653e6d-da59-4aad-9aed-55f797d8ef5f · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f4f5b1-3a7b-49dd-a3d8-fedd508a513d · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 64a02b4b-f104-4c64-80ee-687bd2366297 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 3aad24cd-a8a8-4615-8582-7701ef3e15c7 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation bf43fdd4-2c21-4851-99dc-0d1893248a71 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 87f9150d-0c94-4972-942a-065fc6beccb5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 39e47542-6c1d-4a64-a53f-6d450e9fa409 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation b09c3f60-f9ab-46ee-b106-3331d85d3b3e · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 338ba150-e200-4493-8040-6bfca7edcfed · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation c74a43d5-3ead-4a50-8d9c-81b14338fc56 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 6223d3b0-7805-407d-8bdb-59ed874b2b93 · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 1ecbd36f-4467-4239-81a7-086002fb8aee · outbound
ARAC: Benchmarking Auto-Research's Alignment and Completeness on End-to-End Researchs Unresolved cited work
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d65c0cc7-9d67-42cb-b331-c0baab7bd2e7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
No inbound Pith citation observations are available.