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Paper Citation Record · LEDGER

Language agents achieve superhuman synthesis of scientific knowledge

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.

pith.paper-citation-record.v1
2409.13740 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 60 of 60 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 60 of 60 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:59:33.502840Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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External citation measurements

40
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation a9bc9227-d32d-4c35-acf3-e381c9c68515 · inbound

Multi-Agent System for Cosmological Parameter Analysis cites this paper.

Multi-Agent System for Cosmological Parameter Analysis Language agents achieve superhuman synthesis of scientific knowledge

Reference 26

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Observation 870643eb-ee44-430e-9cdf-926b1a0e7006 · inbound

VISION: A Modular AI Assistant for Natural Human-Instrument Interaction at Scientific User Facilities cites this paper.

VISION: A Modular AI Assistant for Natural Human-Instrument Interaction at Scientific User Facilities Language agents achieve superhuman synthesis of scientific knowledge

Reference 36

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Observation 1842e80a-1032-4345-805d-b8c4cb794db8 · inbound

Aviary: training language agents on challenging scientific tasks cites this paper.

Aviary: training language agents on challenging scientific tasks Language agents achieve superhuman synthesis of scientific knowledge

Reference 37

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source=pdf_text observed=2026-08-10T23:07:33.584082Z digest=sha256:d09d1b88f27592caeadb59c3d311d1cb8cca932123640ddc30e7fbf897c55ac2

Observation dc241d07-4f8d-49c5-ae0d-f7fd79e54bcb · inbound

LLM4SR: A Survey on Large Language Models for Scientific Research cites this paper.

LLM4SR: A Survey on Large Language Models for Scientific Research Language agents achieve superhuman synthesis of scientific knowledge

Reference 144

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source=pdf_text observed=2026-08-10T21:39:25.687206Z digest=sha256:3f968815ea1aaad9a6ef80d3d0db34584e49af677140e513ea8b3baff012d268

Observation 21fd6c14-d3a3-46ac-8089-f7cd3d03f3a5 · inbound

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning cites this paper.

Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning Language agents achieve superhuman synthesis of scientific knowledge

Reference 171

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arxiv_id, observed 2026-05-23T04:32:32.791592Z

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.

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Observation 0d2695b8-6189-4fba-a967-dad5b534717a · inbound

Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks cites this paper.

Commercial LLM Agents Are Already Vulnerable to Simple Yet Dangerous Attacks Language agents achieve superhuman synthesis of scientific knowledge

Reference 17

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Observation e4924885-a3c8-4771-bc05-dd066ae34584 · inbound

MDCrow: Automating Molecular Dynamics Workflows with Large Language Models cites this paper.

MDCrow: Automating Molecular Dynamics Workflows with Large Language Models Language agents achieve superhuman synthesis of scientific knowledge

Reference 48

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Observation 4a7a662b-0178-472c-b9f0-31a9692830f9 · inbound

Supervising the search process produces reliable and generalizable information-seeking agents cites this paper.

Supervising the search process produces reliable and generalizable information-seeking agents Language agents achieve superhuman synthesis of scientific knowledge

Reference 68

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arxiv_id, observed 2026-05-23T02:22:25.358173Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 2220bb96-e3c1-48c0-9294-1058d037290b · inbound

Making Sense of Data in the Wild: Data Analysis Automation at Scale cites this paper.

Making Sense of Data in the Wild: Data Analysis Automation at Scale Language agents achieve superhuman synthesis of scientific knowledge

Reference 231

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source=pdf_text observed=2026-08-10T13:53:52.140708Z digest=sha256:f0f0c1659c26eed815ce2d20f55e25812ae0df2fde97a54e586b0662e2c176c8

Observation 3c7c7a3b-d04a-45b1-88cc-31266b1301dd · inbound

Towards an AI co-scientist cites this paper.

Towards an AI co-scientist Language agents achieve superhuman synthesis of scientific knowledge

Reference 263

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arxiv_id, observed 2026-05-11T13:02:45.477247Z

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.

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Observation dd88398b-1eeb-4281-b7da-41dcc03a14de · inbound

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery cites this paper.

IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 45

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source=arxiv_source observed=2026-08-16T10:59:33.502840Z digest=sha256:df70ed9ab8e70de7e436f78666f28389d3b3dc5bfb9cb8c9c4e5ecd14ef202b6

Observation dba61336-66eb-4088-8aba-f521439df1bf · inbound

ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models cites this paper.

ChemPile: A 250GB Diverse and Curated Dataset for Chemical Foundation Models Language agents achieve superhuman synthesis of scientific knowledge

Reference 6

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Observation fff67141-3a2e-4505-a05a-988a257b165c · inbound

Robin: A multi-agent system for automating scientific discovery cites this paper.

Robin: A multi-agent system for automating scientific discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 27

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Observation f8496503-a5ca-408d-b310-6e7bcb19d0a2 · inbound

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models cites this paper.

Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models Language agents achieve superhuman synthesis of scientific knowledge

Reference 44

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Observation b907c089-5f85-4f0a-9fc0-e27845589e98 · inbound

Advertising in AI systems: Society must be vigilant cites this paper.

Advertising in AI systems: Society must be vigilant Language agents achieve superhuman synthesis of scientific knowledge

Reference 2022

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Observation e8e6e081-aada-428b-b753-6cf4da90b342 · inbound

Conversational Exploration of Literature Landscape with LitChat cites this paper.

Conversational Exploration of Literature Landscape with LitChat Language agents achieve superhuman synthesis of scientific knowledge

Reference 14

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Observation ce09ca8d-2afc-4d68-b61b-a99ee2bcaafc · inbound

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools cites this paper.

On the Comprehensibility of Multi-structured Financial Documents using LLMs and Pre-processing Tools Language agents achieve superhuman synthesis of scientific knowledge

Reference 27

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Observation 460e481e-4f52-42ea-81b2-f8d7fc81034c · inbound

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification cites this paper.

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification Language agents achieve superhuman synthesis of scientific knowledge

Reference 35

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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 cites this paper.

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

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Observation aca64e07-5339-42b9-9dea-fcdcb83de198 · inbound

RExBench: Can coding agents autonomously implement AI research extensions? cites this paper.

RExBench: Can coding agents autonomously implement AI research extensions? Language agents achieve superhuman synthesis of scientific knowledge

Reference 41

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arxiv_id, observed 2026-05-19T07:37:08.937249Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3cb396fe-d045-49d6-853e-28745ac833a1 · inbound

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers cites this paper.

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

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Observation 074470e9-0283-4012-993a-0f6a553193ff · inbound

DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology cites this paper.

DeepResearch$^{\text{Eco}}$: A Recursive Agentic Workflow for Complex Scientific Question Answering in Ecology Language agents achieve superhuman synthesis of scientific knowledge

Reference 1

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Observation ddd9a9e8-1043-43e6-8643-c3cad7c5dc1f · inbound

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator cites this paper.

Evolving Roles of LLMs in Scientific Innovation: Assistant, Collaborator, Scientist, and Evaluator Language agents achieve superhuman synthesis of scientific knowledge

Reference 159

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Observation 520c4cd7-c399-4bb4-b337-46e9502f39dc · inbound

How Far Are AI Scientists from Changing the World? cites this paper.

How Far Are AI Scientists from Changing the World? Language agents achieve superhuman synthesis of scientific knowledge

Reference 151

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Observation 26eafee3-c001-459b-9562-8ed8471da223 · inbound

Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark cites this paper.

Probing the Critical Point (CritPt) of AI Reasoning: a Frontier Physics Research Benchmark Language agents achieve superhuman synthesis of scientific knowledge

Reference 12

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arxiv_id, observed 2026-05-18T11:52:35.352925Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 97cf34f7-59b0-42b3-a6b2-41edff1c96f3 · inbound

Kosmos: An AI Scientist for Autonomous Discovery cites this paper.

Kosmos: An AI Scientist for Autonomous Discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 6

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arxiv_id, observed 2026-05-22T08:40:54.800790Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation d703197c-65de-412b-8642-70d2863f879e · inbound

Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval cites this paper.

Multi-Dimensional Knowledge Profiling with Large-Scale Literature Database and Hierarchical Retrieval Language agents achieve superhuman synthesis of scientific knowledge

Reference 33

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arxiv_id, observed 2026-05-16T12:12:51.167402Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation fc1dc6bd-0ec7-41ef-841f-004cd7d6d110 · inbound

HeartbeatCam: Self-Triggered Photo Elicitation of Stress Events Using Wearable Sensing cites this paper.

HeartbeatCam: Self-Triggered Photo Elicitation of Stress Events Using Wearable Sensing Language agents achieve superhuman synthesis of scientific knowledge

Reference 31

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Observation 5ef7e2f1-03fc-47a9-af94-2deebbaa02a9 · inbound

Effects of Generative AI Errors on User Reliance Across Task Difficulty cites this paper.

Effects of Generative AI Errors on User Reliance Across Task Difficulty Language agents achieve superhuman synthesis of scientific knowledge

Reference 31

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arxiv_id, observed 2026-05-14T21:29:28.299132Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation bde290ba-d0b6-44d2-b713-5cc6ef37038c · inbound

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale cites this paper.

EvoMaster: A Foundational Evolving Agent Framework for Agentic Science at Scale Language agents achieve superhuman synthesis of scientific knowledge

Reference 33

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local_arxiv, observed 2026-07-05T17:51:14.811890Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation cc66504c-23a7-4e86-bab5-184f93f78503 · inbound

pAI/MSc: ML Theory Research with Humans on the Loop cites this paper.

pAI/MSc: ML Theory Research with Humans on the Loop Language agents achieve superhuman synthesis of scientific knowledge

Reference 79

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arxiv_id, observed 2026-05-11T13:51:03.207065Z

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Observation 569620d1-406c-4342-bf61-9f4ef8457031 · inbound

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

AutoResearchBench: Benchmarking AI Agents on Complex Scientific Literature Discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 25

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arxiv_id, observed 2026-05-11T23:36:31.673135Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 3ec345d4-2ccb-4619-a96a-d8a1b4efe641 · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective Language agents achieve superhuman synthesis of scientific knowledge

Reference 168

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arxiv_id, observed 2026-05-11T16:01:20.155410Z

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Observation f690f84d-50f5-47e7-8ee0-3ffceee6263c · inbound

LLM-Oriented Information Retrieval: A Denoising-First Perspective cites this paper.

LLM-Oriented Information Retrieval: A Denoising-First Perspective Language agents achieve superhuman synthesis of scientific knowledge

Reference 172

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arxiv_id, observed 2026-05-21T00:19:16.539521Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation c64d3e36-4b6c-44ad-a104-d40fd25a0287 · inbound

Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale cites this paper.

Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Language agents achieve superhuman synthesis of scientific knowledge

Reference 66

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arxiv_id, observed 2026-05-11T04:25:56.450205Z

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No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

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Observation 86de1c46-7796-44a1-9327-b8e4da7b4c41 · inbound

Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale cites this paper.

Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Language agents achieve superhuman synthesis of scientific knowledge

Reference 63

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arxiv_id, observed 2026-05-20T22:29:09.187922Z

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.

source=pdf_text observed=2026-05-20T22:27:32.898710Z digest=sha256:29733de27189915c1736b3b2b5060dbb0db86dc7cf666920a5510e56bbd0cfde

Observation 60146609-cea9-4b97-9dc9-45bfa3231d95 · inbound

Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale cites this paper.

Self-Driving Datasets: From 20 Million Papers to Nuanced Biomedical Knowledge at Scale Language agents achieve superhuman synthesis of scientific knowledge

Reference 63

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metadata mismatch
arxiv_id, observed 2026-06-30T23:05:07.370845Z

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.

source=pdf_text observed=2026-06-30T23:02:18.961663Z digest=sha256:168775f315659197623e245ebbd94650d7fd04cae0d052a2889e4c9691e23225

Observation 1de1eb69-ed6a-4c2c-a8f2-74f1ab6b76f3 · inbound

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing cites this paper.

CVEvolve: Autonomous Algorithm Discovery for Unstructured Scientific Data Processing Language agents achieve superhuman synthesis of scientific knowledge

Reference 3

Resolution
metadata mismatch
arxiv_id, observed 2026-05-13T02:47:07.953364Z

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.

source=pdf_text observed=2026-05-13T02:44:34.551101Z digest=sha256:f9244378f51cc136eda80088cb9348894f76c3a39124a0819a042fbecff21aeb

Observation 70a26eef-6525-46e1-9560-ef22bf0cc835 · inbound

Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine cites this paper.

Evidence-Grounded Frontier Mapping and Agentic Hypothesis Generation in Nanomedicine Language agents achieve superhuman synthesis of scientific knowledge

Reference 24

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verified exact
arxiv_id, observed 2026-05-20T10:43:12.331469Z

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.

source=pdf_text observed=2026-05-20T10:40:04.949334Z digest=sha256:b089ca2a57900a6289de169fc72eb072187cea04e1b9b97e3eb0efa3b5056e60

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 cites this paper.

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

Resolution
metadata mismatch
arxiv_id, observed 2026-05-20T11:28:14.356301Z

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.

source=arxiv_source observed=2026-05-20T11:26:22.557567Z digest=sha256:58c5052d8222db8488c09bdf3247a4c6815dc1c0780614d6780da8ab233f4d75

Observation 3a9f5590-f093-474a-9bd4-2f5f5ad56f6e · inbound

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

AI for Auto-Research: Roadmap & User Guide Language agents achieve superhuman synthesis of scientific knowledge

Reference 190

Resolution
verified exact
arxiv_id, observed 2026-05-20T10:33:12.481739Z

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.

source=pdf_text observed=2026-05-20T10:30:50.256635Z digest=sha256:2bbbb527804d4b545a16ffb0676256d1ac3a40125a3b2d9c03242822dbdb6ce2

Observation 53a80ded-012d-4a98-8e0d-5a6dba3eac74 · inbound

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

AI for Auto-Research: Roadmap & User Guide Language agents achieve superhuman synthesis of scientific knowledge

Reference 189

Resolution
unresolved
no resolver link, observed 2026-08-02T13:43:46.865339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T13:43:46.865339Z digest=sha256:8aa4508af14ec6bebf0567fa91dd503c3f209eff7eca6ca8bf9c36d725e34d39

Observation 234a736f-996f-43e6-af5c-bf7efc0f7aad · inbound

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

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 17

Resolution
verified exact
arxiv_id, observed 2026-05-25T04:50:21.555003Z

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.

source=pdf_text observed=2026-05-25T04:46:43.679185Z digest=sha256:07f469c9801152450b85a169e397ab0935b47e906d18fd5cbb108d87100a5a0d

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 cites this paper.

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

Resolution
verified exact
arxiv_id, observed 2026-06-29T15:43:32.869090Z

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.

source=pdf_text observed=2026-06-29T15:30:46.208758Z digest=sha256:50158f426db58739e0fbe58a10aeb08bc8ac2a2a89eff2a207756b9d4030cd1a

Observation bd59be13-3505-4c50-b0d1-82e438746f5a · inbound

PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams cites this paper.

PaperFlow: Profiling, Recommending, and Adapting Across Daily Paper Streams Language agents achieve superhuman synthesis of scientific knowledge

Reference 27

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T20:27:22.304222Z

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.

source=pdf_text observed=2026-06-27T20:28:04.322480Z digest=sha256:e633cedcb27a3929704ca1d1fce103c2dc459117e8d3bbc03ce2a768c51a2cae

Observation f07c096a-9021-4485-87fe-2695f8cf589b · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Language agents achieve superhuman synthesis of scientific knowledge

Reference 79

Resolution
metadata mismatch
arxiv_id, observed 2026-07-04T16:49:57.848507Z

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.

source=arxiv_source observed=2026-06-26T00:13:14.940915Z digest=sha256:88bd59a324cab30f3c87c8575439b8c56c50e87ae3e78d12c25d9ab0362fd632

Observation 0a891b68-e124-464a-ba47-adf6bbdece4b · inbound

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? cites this paper.

NatureBench: Can Coding Agents Match the Published SOTA of Nature-Family Papers? Language agents achieve superhuman synthesis of scientific knowledge

Reference 79

Resolution
unresolved
no resolver link, observed 2026-07-12T12:32:39.706055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T12:32:39.706055Z digest=sha256:9cbc782bec28c6d48308549185c4f3536a7eb0b7da005da023ea3e526a4c46aa

Observation 9a6fc221-4edd-4192-bebf-d877de41ccd5 · inbound

Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods cites this paper.

Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods Language agents achieve superhuman synthesis of scientific knowledge

Reference 25

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T17:28:44.368496Z

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.

source=arxiv_source observed=2026-06-27T04:09:11.258587Z digest=sha256:b25d189cb94eaf01bf6901f6c68da815add74a3a50ad52a6cca52468f756acef

Observation bb6934a4-ffac-4274-984f-fb7844220714 · inbound

Human--LLM Collaboration Is Transforming Complexity Metrics in Scientific Texts cites this paper.

Human--LLM Collaboration Is Transforming Complexity Metrics in Scientific Texts Language agents achieve superhuman synthesis of scientific knowledge

Reference 5

Resolution
verified exact
arxiv_id, observed 2026-07-04T15:09:55.677988Z

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.

source=pdf_text observed=2026-06-26T01:47:57.971433Z digest=sha256:0f1cc26e7e47be369b87b2b62a96fc143d2d609b1b4c1b6c8aab280ccc540c73

Observation 52f40afd-5b0b-49fc-b039-e28c1c1f211a · inbound

Hephaestus: Toward a Cybersecurity AI Scientist cites this paper.

Hephaestus: Toward a Cybersecurity AI Scientist Language agents achieve superhuman synthesis of scientific knowledge

Reference 29

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T13:54:44.491915Z

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.

source=pdf_text observed=2026-06-30T05:42:32.460183Z digest=sha256:61dc5eb7b4f079384e7c2ec5879c4800c41541e4d4ec4bea03123835cf6b6888

Observation 6f0783ef-b303-4036-b94c-83f2cd61f746 · inbound

One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution cites this paper.

One Reflection Is Not Enough: Self-Correcting Autonomous Research via Multi-Hypothesis Failure Attribution Language agents achieve superhuman synthesis of scientific knowledge

Reference 112

Resolution
metadata mismatch
arxiv_id, observed 2026-07-01T05:45:25.060258Z

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.

source=arxiv_source observed=2026-07-01T05:44:51.299439Z digest=sha256:1ffad707bcd4d27e6f084e7a9cf08360fea71a67157f6bf9457b327209029747

Observation e6934a73-72e4-4dca-ac06-c7f970e02246 · inbound

Multi-Turn Agentic Scientific Literature Search via Workflow Induction cites this paper.

Multi-Turn Agentic Scientific Literature Search via Workflow Induction Language agents achieve superhuman synthesis of scientific knowledge

Reference 31

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T13:16:58.141214Z

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.

source=arxiv_source observed=2026-07-02T13:14:12.212139Z digest=sha256:aea2fd103d8ba4a43d20ccce302ea23cccee298e48a15948a573afb29d7cca92

Observation 0344f4f3-7034-47b6-8b77-c411ce88a0cd · inbound

Multi-Turn Agentic Scientific Literature Search via Workflow Induction cites this paper.

Multi-Turn Agentic Scientific Literature Search via Workflow Induction Language agents achieve superhuman synthesis of scientific knowledge

Reference 31

Resolution
unresolved
no resolver link, observed 2026-07-12T09:24:39.779703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-12T09:24:39.779703Z digest=sha256:d314328dbffc4df31f3302929c43ad1a2521a78c4b662b2650cdf14b65c80247

Observation ff2288bf-f7d2-47b7-92db-bc49176e8007 · inbound

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification cites this paper.

Agentic generation of verifiable rules for deterministic, self-expanding reaction classification Language agents achieve superhuman synthesis of scientific knowledge

Reference 5

Resolution
metadata mismatch
arxiv_id, observed 2026-07-02T12:26:56.185231Z

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.

source=arxiv_source observed=2026-07-02T12:19:23.229663Z digest=sha256:32945425f0792bbc7fb8483cd986b749e62efc81800568a02382fe3ece079a91

Observation 91d8433b-5ef3-4729-b1b3-c218b564a90b · inbound

OrchestrXR: A Multi-Agent System for Idea-to-Prototype XR Study Authoring cites this paper.

OrchestrXR: A Multi-Agent System for Idea-to-Prototype XR Study Authoring Language agents achieve superhuman synthesis of scientific knowledge

Reference 62

Resolution
verified exact
arxiv_id, observed 2026-07-03T07:27:43.948704Z

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.

source=pdf_text observed=2026-07-03T07:18:43.640074Z digest=sha256:af27fe2ed06f1d9bdd082e73e27a1b644230c51d066317e914d6fc8a5dfed8b0

Observation c8c7231c-c92b-4f5b-85c7-675e07341854 · inbound

Rethinking Scientific Discovery in the Agentic Era cites this paper.

Rethinking Scientific Discovery in the Agentic Era Language agents achieve superhuman synthesis of scientific knowledge

Reference 4

Resolution
unresolved
no resolver link, observed 2026-07-11T23:26:06.516204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-11T23:26:06.516204Z digest=sha256:dac8f0f0fa071d558587a0c35f39dbb9fd792ca7b2b16d09518c246fd20ab555

Observation 3cdf6c2f-ce93-4916-8891-7974bf43af3c · inbound

SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery cites this paper.

SciForge: An AI-Native, Multimodal Workbench for Scientific Discovery Language agents achieve superhuman synthesis of scientific knowledge

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-01T21:34:43.788556Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T21:34:43.788556Z digest=sha256:53058b7e31399d60dcb8dec2e9c099c3fab23be5358ea9256db631cd9d8631b7

Observation 669a76fb-5779-4fa6-95b8-dfaf386d5016 · inbound

Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis cites this paper.

Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis Language agents achieve superhuman synthesis of scientific knowledge

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-02T07:46:14.340266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-02T07:46:14.340266Z digest=sha256:db211ca5c3139989406564fa3a86b20fe30c33dcf66057dbdcdaec7533c4022f

Observation 1a1aabb6-2fe6-494f-bc66-94da0f0d8f16 · inbound

Grading the Narrators: An Isnad-Rijal Framework for Claim-Level Provenance in Multi-Agent Knowledge Systems cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-07-31T23:06:22.228027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-31T23:06:22.228027Z digest=sha256:f7d4fcf9bd6989c8d547e4eece218d1a8892f4d63c2599c6306d239d10ced02c

Observation 81253715-1e77-469f-824c-cfcee85d706a · inbound

AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis cites this paper.

AskChem: Claim-Centered Infrastructure for Chemistry Literature Synthesis Language agents achieve superhuman synthesis of scientific knowledge

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-31T02:01:52.369469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-07-31T02:01:52.369469Z digest=sha256:da08bfc4903ea29b0caa2ca4fffd3b52e8224792a0b3c367df5f0db5e384786b