Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 60 inbound Pith citation observations for arXiv:2409.13740.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T10:59:33.502840Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
0 of 0 outbound references displayed
External citation measurements
40
pith, observed 2026-08-05T02:28:24.338817Z
No outbound reference observations are available for this paper version.
Observation a9bc9227-d32d-4c35-acf3-e381c9c68515 · inbound
Multi-Agent System for Cosmological Parameter Analysis Language agents achieve superhuman synthesis of scientific knowledge
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 870643eb-ee44-430e-9cdf-926b1a0e7006 · inbound
VISION: A Modular AI Assistant for Natural Human-Instrument Interaction at Scientific User Facilities Language agents achieve superhuman synthesis of scientific knowledge
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1842e80a-1032-4345-805d-b8c4cb794db8 · inbound
Aviary: training language agents on challenging scientific tasks Language agents achieve superhuman synthesis of scientific knowledge
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dc241d07-4f8d-49c5-ae0d-f7fd79e54bcb · inbound
LLM4SR: A Survey on Large Language Models for Scientific Research Language agents achieve superhuman synthesis of scientific knowledge
Reference 144
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 21fd6c14-d3a3-46ac-8089-f7cd3d03f3a5 · inbound
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Language agents achieve superhuman synthesis of scientific knowledge
Reference 171
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0d2695b8-6189-4fba-a967-dad5b534717a · inbound
Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks Language agents achieve superhuman synthesis of scientific knowledge
Reference 17
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e4924885-a3c8-4771-bc05-dd066ae34584 · inbound
MDCrow: Automating Molecular Dynamics Workflows with Large Language Models Language agents achieve superhuman synthesis of scientific knowledge
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a7a662b-0178-472c-b9f0-31a9692830f9 · inbound
Supervising the search process produces reliable and generalizable information-seeking agents Language agents achieve superhuman synthesis of scientific knowledge
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2220bb96-e3c1-48c0-9294-1058d037290b · inbound
Making Sense of Data in the Wild: Data Analysis Automation at Scale Language agents achieve superhuman synthesis of scientific knowledge
Reference 231
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3c7c7a3b-d04a-45b1-88cc-31266b1301dd · inbound
Towards an AI co-scientist Language agents achieve superhuman synthesis of scientific knowledge
Reference 263
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation dd88398b-1eeb-4281-b7da-41dcc03a14de · inbound
IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery Language agents achieve superhuman synthesis of scientific knowledge
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dba61336-66eb-4088-8aba-f521439df1bf · inbound
ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models Language agents achieve superhuman synthesis of scientific knowledge
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fff67141-3a2e-4505-a05a-988a257b165c · inbound
Robin: A multi-agent system for automating scientific discovery Language agents achieve superhuman synthesis of scientific knowledge
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f8496503-a5ca-408d-b310-6e7bcb19d0a2 · inbound
Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Language agents achieve superhuman synthesis of scientific knowledge
Reference 44
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b907c089-5f85-4f0a-9fc0-e27845589e98 · inbound
Advertising in AI systems: Society must be vigilant Language agents achieve superhuman synthesis of scientific knowledge
Reference 2022
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8e6e081-aada-428b-b753-6cf4da90b342 · inbound
Conversational Exploration of Literature Landscape with LitChat Language agents achieve superhuman synthesis of scientific knowledge
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce09ca8d-2afc-4d68-b61b-a99ee2bcaafc · inbound
On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools Language agents achieve superhuman synthesis of scientific knowledge
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 460e481e-4f52-42ea-81b2-f8d7fc81034c · inbound
SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification Language agents achieve superhuman synthesis of scientific knowledge
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 510fb988-be28-4e61-8e36-33f8ae899c88 · inbound
Chunk Twice, Embed Once: A Systematic Study of Segmentation and Representation Trade-offs in Chemistry-Aware Retrieval-Augmented Generation Language agents achieve superhuman synthesis of scientific knowledge
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aca64e07-5339-42b9-9dea-fcdcb83de198 · inbound
RExBench: Can coding agents autonomously implement AI research extensions? Language agents achieve superhuman synthesis of scientific knowledge
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3cb396fe-d045-49d6-853e-28745ac833a1 · inbound
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers Language agents achieve superhuman synthesis of scientific knowledge
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 074470e9-0283-4012-993a-0f6a553193ff · inbound
DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Language agents achieve superhuman synthesis of scientific knowledge
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddd9a9e8-1043-43e6-8643-c3cad7c5dc1f · inbound
Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator Language agents achieve superhuman synthesis of scientific knowledge
Reference 159
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 520c4cd7-c399-4bb4-b337-46e9502f39dc · inbound
How Far Are AI Scientists from Changing the World? Language agents achieve superhuman synthesis of scientific knowledge
Reference 151
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 26eafee3-c001-459b-9562-8ed8471da223 · inbound
Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark Language agents achieve superhuman synthesis of scientific knowledge
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 97cf34f7-59b0-42b3-a6b2-41edff1c96f3 · inbound
Kosmos: An AI Scientist for Autonomous Discovery Language agents achieve superhuman synthesis of scientific knowledge
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d703197c-65de-412b-8642-70d2863f879e · inbound
Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval Language agents achieve superhuman synthesis of scientific knowledge
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation fc1dc6bd-0ec7-41ef-841f-004cd7d6d110 · inbound
HeartbeatCam: Self-Triggered Photo Elicitation of Stress Events Using Wearable Sensing Language agents achieve superhuman synthesis of scientific knowledge
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ef7e2f1-03fc-47a9-af94-2deebbaa02a9 · inbound
Effects of Generative AI Errors on User Reliance Across Task Difficulty Language agents achieve superhuman synthesis of scientific knowledge
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bde290ba-d0b6-44d2-b713-5cc6ef37038c · inbound
EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale Language agents achieve superhuman synthesis of scientific knowledge
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation cc66504c-23a7-4e86-bab5-184f93f78503 · inbound
pAI/MSc: ML Theory Research with Humans on the Loop Language agents achieve superhuman synthesis of scientific knowledge
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 569620d1-406c-4342-bf61-9f4ef8457031 · inbound
AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery Language agents achieve superhuman synthesis of scientific knowledge
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3ec345d4-2ccb-4619-a96a-d8a1b4efe641 · inbound
LLM-Oriented Information Retrieval: A Denoising-First Perspective Language agents achieve superhuman synthesis of scientific knowledge
Reference 168
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f690f84d-50f5-47e7-8ee0-3ffceee6263c · inbound
LLM-Oriented Information Retrieval: A Denoising-First Perspective Language agents achieve superhuman synthesis of scientific knowledge
Reference 172
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c64d3e36-4b6c-44ad-a104-d40fd25a0287 · inbound
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Language agents achieve superhuman synthesis of scientific knowledge
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 86de1c46-7796-44a1-9327-b8e4da7b4c41 · inbound
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Language agents achieve superhuman synthesis of scientific knowledge
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 60146609-cea9-4b97-9dc9-45bfa3231d95 · inbound
Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Language agents achieve superhuman synthesis of scientific knowledge
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1de1eb69-ed6a-4c2c-a8f2-74f1ab6b76f3 · inbound
CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing Language agents achieve superhuman synthesis of scientific knowledge
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 70a26eef-6525-46e1-9560-ef22bf0cc835 · inbound
Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine Language agents achieve superhuman synthesis of scientific knowledge
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d547aff8-093a-458f-a87c-92eda542da31 · inbound
Single-Round Vector RAG vs an LLM-Compiled Wiki: A Preregistered Comparison on a Small Multi-Domain Research Corpus Language agents achieve superhuman synthesis of scientific knowledge
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3a9f5590-f093-474a-9bd4-2f5f5ad56f6e · inbound
AI for Auto-Research: Roadmap & User Guide Language agents achieve superhuman synthesis of scientific knowledge
Reference 190
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 53a80ded-012d-4a98-8e0d-5a6dba3eac74 · inbound
AI for Auto-Research: Roadmap & User Guide Language agents achieve superhuman synthesis of scientific knowledge
Reference 189
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 234a736f-996f-43e6-af5c-bf7efc0f7aad · inbound
AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery Language agents achieve superhuman synthesis of scientific knowledge
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 537597c0-3517-4475-9080-251769995314 · inbound
Eliot: Interactively $\underline{E}$xploring Fast-Changing Scientific $\underline{Li}$terature Trends with $\underline{O}$nline Da$\underline{t}$a and Learning Language agents achieve superhuman synthesis of scientific knowledge
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bd59be13-3505-4c50-b0d1-82e438746f5a · inbound
PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams Language agents achieve superhuman synthesis of scientific knowledge
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f07c096a-9021-4485-87fe-2695f8cf589b · inbound
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Language agents achieve superhuman synthesis of scientific knowledge
Reference 79
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0a891b68-e124-464a-ba47-adf6bbdece4b · inbound
NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Language agents achieve superhuman synthesis of scientific knowledge
Reference 79
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a6fc221-4edd-4192-bebf-d877de41ccd5 · inbound
Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods Language agents achieve superhuman synthesis of scientific knowledge
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bb6934a4-ffac-4274-984f-fb7844220714 · inbound
Human--LLM Collaboration Is Transforming Complexity Metrics in Scientific Texts Language agents achieve superhuman synthesis of scientific knowledge
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 52f40afd-5b0b-49fc-b039-e28c1c1f211a · inbound
Hephaestus: Toward a Cybersecurity AI Scientist Language agents achieve superhuman synthesis of scientific knowledge
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 6f0783ef-b303-4036-b94c-83f2cd61f746 · inbound
One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution Language agents achieve superhuman synthesis of scientific knowledge
Reference 112
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation e6934a73-72e4-4dca-ac06-c7f970e02246 · inbound
Multi-Turn Agentic Scientific Literature Search via Workflow Induction Language agents achieve superhuman synthesis of scientific knowledge
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0344f4f3-7034-47b6-8b77-c411ce88a0cd · inbound
Multi-Turn Agentic Scientific Literature Search via Workflow Induction Language agents achieve superhuman synthesis of scientific knowledge
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ff2288bf-f7d2-47b7-92db-bc49176e8007 · inbound
Agentic generation of verifiable rules for deterministic, self-expanding reaction classification Language agents achieve superhuman synthesis of scientific knowledge
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 91d8433b-5ef3-4729-b1b3-c218b564a90b · inbound
OrchestrXR: A Multi-Agent System for Idea-to-Prototype XR Study Authoring Language agents achieve superhuman synthesis of scientific knowledge
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c8c7231c-c92b-4f5b-85c7-675e07341854 · inbound
Rethinking Scientific Discovery in the Agentic Era Language agents achieve superhuman synthesis of scientific knowledge
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3cdf6c2f-ce93-4916-8891-7974bf43af3c · inbound
SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery Language agents achieve superhuman synthesis of scientific knowledge
Reference 32
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 669a76fb-5779-4fa6-95b8-dfaf386d5016 · inbound
Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis Language agents achieve superhuman synthesis of scientific knowledge
Reference 42
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a1aabb6-2fe6-494f-bc66-94da0f0d8f16 · inbound
Grading the Narrators: An Isnad-Rijal Framework for Claim-Level Provenance in Multi-Agent Knowledge Systems Language agents achieve superhuman synthesis of scientific knowledge
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81253715-1e77-469f-824c-cfcee85d706a · inbound
AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis Language agents achieve superhuman synthesis of scientific knowledge
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.