Paper Citation Record · LEDGER

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

As of 9 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 24 inbound Pith citation observations for arXiv:2505.16938.

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

pith.paper-citation-record.v1
2505.16938 v3

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:56:38.523936Z

measured 79 of 79 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 24 of 24 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T00:22:22.920229Z

measured 1 of 1 external citation measurements

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

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

Reference resolution

55 of 55 outbound references displayed

verified exact0
verified fuzzy19
unresolved36
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation ac16a857-f65b-404c-8de6-97e76d87c018 · outbound

This paper cites write newline.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:31.942781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6088cef9-e865-4b6a-8a85-86d908e33c08 · outbound

This paper cites @esa (Ref.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification @esa (Ref

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:32.005094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 187221ea-9f00-44f5-bad7-84922a1095d6 · outbound

This paper cites an unresolved cited work.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:32.148895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca8255a2-2938-491b-9e61-b52ad18f3089 · outbound

This paper cites an unresolved cited work.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:56:44.386969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1c286a11-1838-4e17-86ab-dda2104deeaa · outbound

This paper cites Genome-wide quantitative enhancer activity maps identified by starr-seq.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Genome-wide quantitative enhancer activity maps identified by starr-seq

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:44.126545Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 75076225-d2a6-4e42-8342-ebede4f20879 · outbound

This paper cites Encoder-decoder with atrous separable convolution for semantic image segmentation.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Encoder-decoder with atrous separable convolution for semantic image segmentation

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:43.674511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f58795fb-4940-492d-8512-4ea2c1c901ad · outbound

This paper cites How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification How far are we to gpt-4v? closing the gap to commercial multimodal models with open-source suites

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:43.439521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 01c14f23-d9d3-4acc-a425-1b9191f50958 · outbound

This paper cites u tt, and Klaus-Robert M \.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification u tt, and Klaus-Robert M \

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:43.112654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac59c0b0-357d-485c-ae19-21f0be7b9f25 · outbound

This paper cites Deepstarr predicts enhancer activity from dna sequence and enables the de novo design of synthetic enhancers.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Deepstarr predicts enhancer activity from dna sequence and enables the de novo design of synthetic enhancers

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:42.861605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2d09b30b-e5dc-4e6f-beb8-8ff46d732ec4 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:42.620418Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1eb745cd-f7b6-4b44-9ab5-cc58b387eb1e · outbound

This paper cites Everingham, L.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Everingham, L

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:42.408321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2f9831b8-3ad7-46cc-8014-226c0e850e92 · outbound

This paper cites Aider: Ai pair programming in your terminal.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Aider: Ai pair programming in your terminal

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:42.218496Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a6ecfcd-0986-4184-b2be-36811dc5aa84 · outbound

This paper cites Towards an AI co-scientist.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Towards an AI co-scientist

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:33.230020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85c21db3-1722-4027-8dd1-bf9fddd997c9 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:33.345232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0fc60e-bb5f-4613-880b-7d5cbe41b109 · outbound

This paper cites GPT-4o System Card.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification GPT-4o System Card

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:33.468519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1254923-e60c-44a2-bb48-00e9e02b4a86 · outbound

This paper cites Learning multiple layers of features from tiny images.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Learning multiple layers of features from tiny images

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:33.594991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ea246ab-42f4-4808-9b87-725e90455afa · outbound

This paper cites Ai-researcher: Fully-automated scientific discovery with llm agents.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Ai-researcher: Fully-automated scientific discovery with llm agents

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:42.027588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20f0b0f8-c279-4eec-9776-1a0f7d92e310 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification LLaVA-OneVision: Easy Visual Task Transfer

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:33.804932Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a14a2e38-3e26-47d2-af13-9db10d969784 · outbound

This paper cites Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Chain of Ideas: Revolutionizing Research Via Novel Idea Development with LLM Agents

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:33.963553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 668404c2-9ee6-4b23-be71-fe90951fd4f7 · outbound

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

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:34.060240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9430ba7d-8ef4-49fa-a448-c20efefa5335 · outbound

This paper cites MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:34.147129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 25bdf0d4-c797-4196-9e2a-8f08e6b88422 · outbound

This paper cites Ursa: Understanding and verifying chain-of-thought reasoning in multimodal mathematics.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Ursa: Understanding and verifying chain-of-thought reasoning in multimodal mathematics

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:34.231417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7712a3f6-77f8-4b60-a987-38a20a9d9658 · outbound

This paper cites One Million Scenes for Autonomous Driving: ONCE Dataset.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification One Million Scenes for Autonomous Driving: ONCE Dataset

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:34.351853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a3151f4f-3073-43aa-b381-1a6e40812d5c · outbound

This paper cites Exploring genetic interaction manifolds constructed from rich single-cell phenotypes.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Exploring genetic interaction manifolds constructed from rich single-cell phenotypes

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:41.856777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd568b8b-c5d4-4f60-ba62-263617d3208f · outbound

This paper cites A platform for automated nanomole-scale reaction screening and micromole-scale synthesis in flow.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification A platform for automated nanomole-scale reaction screening and micromole-scale synthesis in flow

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:41.653924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1199b582-e8ab-44d4-b1ee-0b8047035532 · outbound

This paper cites Large Language Models are Zero Shot Hypothesis Proposers.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Large Language Models are Zero Shot Hypothesis Proposers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:34.739077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da95410f-16f9-4d7b-8ce0-522c2c0a4db1 · outbound

This paper cites Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:34.872214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 891e8155-4edb-4f1a-bd69-bb8499d06791 · outbound

This paper cites Pointnet: Deep learning on point sets for 3d classification and segmentation.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Pointnet: Deep learning on point sets for 3d classification and segmentation

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:41.483465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 5d9e6f68-d8a6-4da0-8dbe-6e1b3a893f03 · outbound

This paper cites AI Idea Bench 2025: AI Research Idea Generation Benchmark.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification AI Idea Bench 2025: AI Research Idea Generation Benchmark

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:35.190567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f7a49d9-feba-4d2d-8a77-d4686a01801b · outbound

This paper cites Predicting transcriptional outcomes of novel multigene perturbations with gears.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Predicting transcriptional outcomes of novel multigene perturbations with gears

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:35.349259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6644779d-0a34-4a62-a9a3-ddfb730e7f97 · outbound

This paper cites AgentRxiv: Towards Collaborative Autonomous Research.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification AgentRxiv: Towards Collaborative Autonomous Research

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:35.523244Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c21d045-faaa-4fe6-ba6d-c63645cdca90 · outbound

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

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Agent Laboratory: Using LLM Agents as Research Assistants

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:35.677885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4411b7e2-4cdd-4b99-8cad-6ff21ba8b2d3 · outbound

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

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:35.827591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3795a4f2-0268-4fed-a875-0fa58cb9ed07 · outbound

This paper cites Recursive deep models for semantic compositionality over a sentiment treebank.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Recursive deep models for semantic compositionality over a sentiment treebank

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:36.021611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ead9be8c-8122-4bb8-a693-b587e3f90180 · outbound

This paper cites Openpcdet: An open-source toolbox for 3d object detection from point clouds.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Openpcdet: An open-source toolbox for 3d object detection from point clouds

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:36.112436Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d54641d6-633e-467c-b892-bd6f93b10a07 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:36.237771Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e0b0f7b-6b8c-4c71-be9a-bf17858ae1f1 · outbound

This paper cites SciMON: Scientific Inspiration Machines Optimized for Novelty.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification SciMON: Scientific Inspiration Machines Optimized for Novelty

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:36.356885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bc434d8-a166-499e-a3d3-40bb4b0d68da · outbound

This paper cites OpenHands: An Open Platform for AI Software Developers as Generalist Agents.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification OpenHands: An Open Platform for AI Software Developers as Generalist Agents

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:36.486621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e95ca23-5daf-4a7d-a387-b8cf83c99f64 · outbound

This paper cites Openhands: An open platform for ai software developers as generalist agents.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Openhands: An open platform for ai software developers as generalist agents

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:41.234044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6796fe08-e5d5-4e9f-817a-48b0c0c87d55 · outbound

This paper cites Enhancing geometric representations for molecules with equivariant vector-scalar interactive message passing.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Enhancing geometric representations for molecules with equivariant vector-scalar interactive message passing

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:41.039170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7c6bebf0-69f3-4030-b114-aa3550bc8dcf · outbound

This paper cites 3d shapenets: A deep representation for volumetric shapes.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification 3d shapenets: A deep representation for volumetric shapes

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:40.868133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2394fe79-fc9a-4848-8b31-86c82127c809 · outbound

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

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:36.953407Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10f258f6-7855-4ef3-bce8-de3510a94ae7 · outbound

This paper cites SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification SurveyForge: On the Outline Heuristics, Memory-Driven Generation, and Multi-dimensional Evaluation for Automated Survey Writing

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.097023Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5195dad3-5bf0-4ba1-8000-4421c7a3d28b · outbound

This paper cites Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Qwen2.5-Math Technical Report: Toward Mathematical Expert Model via Self-Improvement

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.225724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81ea03a0-b933-4f1e-97aa-f3b4219e21fd · outbound

This paper cites Qwen2.5 Technical Report.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Qwen2.5 Technical Report

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.349618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb2e8a8-951b-43ec-919c-4261fd134151 · outbound

This paper cites Large Language Models for Automated Open-domain Scientific Hypotheses Discovery.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.438336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cefdc015-c66c-4d11-8697-49d3c50724dc · outbound

This paper cites Center-based 3d object detection and tracking.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Center-based 3d object detection and tracking

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:40.657121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 21adb49e-5c0f-4ed7-8959-dd89e056bec4 · outbound

This paper cites Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Dolphin: Moving Towards Closed-loop Auto-research through Thinking, Practice, and Feedback

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.626302Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d284bd64-ec07-443d-9f97-47695ac295ff · outbound

This paper cites Wide Residual Networks.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Wide Residual Networks

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.729330Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d54d2f8-7d4d-4943-bee9-7533e527c2c9 · outbound

This paper cites Are transformers effective for time series forecasting? In Proceedings of the AAAI conference on artificial intelligence, volume 37, pp.\ 11121--11128, 2023.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Are transformers effective for time series forecasting? In Proceedings of the AAAI conference on artificial intelligence, volume 37, pp.\ 11121--11128, 2023

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.805401Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a3f4e3a-01d3-42d3-a196-402bb54902c4 · outbound

This paper cites Sigmoid loss for language image pre-training.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Sigmoid loss for language image pre-training

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:37.902884Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf655c02-b15c-4994-9fb5-f33499adcbb0 · outbound

This paper cites Senseflow: A physics-informed and self-ensembling iterative framework for power flow estimation, 2024.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Senseflow: A physics-informed and self-ensembling iterative framework for power flow estimation, 2024

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:40.324206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7a12fe82-a058-4d05-8c0c-786ed0b596a7 · outbound

This paper cites Informer: Beyond efficient transformer for long sequence time-series forecasting.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Informer: Beyond efficient transformer for long sequence time-series forecasting

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:40.121344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f2467508-a0c2-463a-8fa8-d24f39eda3e9 · outbound

This paper cites Hypothesis Generation with Large Language Models.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Hypothesis Generation with Large Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T14:56:38.389609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c01ce63f-f857-46d2-8d35-83e310bc4136 · outbound

This paper cites Matpower: Steady-state operations, planning, and analysis tools for power systems research and education.

InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification Matpower: Steady-state operations, planning, and analysis tools for power systems research and education

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:56:39.899892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 6231d4ba-fe82-434e-b010-75e0043293c4 · inbound

A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis cites this paper.

A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-07T00:22:22.920229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91ecddab-51ea-45e0-8229-deb214e53ebf · 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 InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 172

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T05:17:06.120408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f87fb521-c4d0-4be9-b65c-03c0c6660ccd · inbound

SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning cites this paper.

SC-Captioner: Improving Image Captioning with Self-Correction by Reinforcement Learning InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-05T22:58:38.568367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dab6946c-126b-4301-b8bf-295d040083f8 · inbound

TusoAI: Agentic Optimization for Scientific Methods cites this paper.

TusoAI: Agentic Optimization for Scientific Methods InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 37

Resolution: metadata mismatch; arxiv_id, observed 2026-05-21T22:34:23.804595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 05af414c-1175-41a0-87a2-b6a396038e87 · inbound

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture cites this paper.

Structural Enforcement of Statistical Rigor in AI-Driven Discovery: A Functional Architecture InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T23:17:29.508570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 18492951-d816-450b-9c0e-6b579e640e36 · inbound

CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents cites this paper.

CodeDistiller: Automatically Generating Code Libraries for Scientific Coding Agents InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:15:27.965265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 49e8c334-4ddc-4fbc-a8b6-4f1bc5770a24 · inbound

Can We Predict Before Executing Machine Learning Agents? cites this paper.

Can We Predict Before Executing Machine Learning Agents? InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-05-16T15:43:03.602455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 25442df6-2a4f-4797-bcf4-8b7f7df83ef1 · inbound

SciDER: Scientific Data-centric End-to-end Researcher cites this paper.

SciDER: Scientific Data-centric End-to-end Researcher InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T19:41:50.146953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db6aedb1-be46-4e6f-b4dd-4a2883c62990 · inbound

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration cites this paper.

TREX: Automating LLM Fine-tuning via Agent-Driven Tree-based Exploration InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 43

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T11:46:34.686771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7043f4c5-df78-4c3e-b6b2-648ead35d9f7 · inbound

AIBuildAI: An AI Agent for Automatically Building AI Models cites this paper.

AIBuildAI: An AI Agent for Automatically Building AI Models InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:50:24.846502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 81a5a544-eb8b-42cd-af4a-7e578de76cce · inbound

Knows: Agent-Native Structured Research Representations cites this paper.

Knows: Agent-Native Structured Research Representations InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 8

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:51:46.038374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97eaffe5-3c70-42f1-ad2c-23b0e915f3e9 · inbound

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

pAI/MSc: ML Theory Research with Humans on the Loop InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 70

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T13:51:03.112154Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f695208e-db38-4ca8-a0bb-bce30237c733 · inbound

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

NanoResearch: Co-Evolving Skills, Memory, and Policy for Personalized Research Automation InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-05-12T06:31:27.398957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 431b7670-6fb5-4287-a230-df9395b17238 · inbound

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

AI for Auto-Research: Roadmap & User Guide InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 249

Resolution: verified exact; arxiv_id, observed 2026-05-20T10:33:12.673463Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f9afa650-bcdb-45b5-b779-be4d9074a09e · inbound

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

AI for Auto-Research: Roadmap & User Guide InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 248

Resolution: unresolved; no resolver link, observed 2026-08-02T13:43:53.385199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cfe90561-69d1-4dc2-af73-b2bf7b8d672b · inbound

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research cites this paper.

SciAtlas: A Large-Scale Knowledge Graph for Automated Scientific Research InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-25T05:46:39.241225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68620b66-5622-4e6b-a352-16c1cd970583 · inbound

AIBuildAI-2: A Knowledge-Enhanced Agent for Automatically Building AI Models cites this paper.

AIBuildAI-2: A Knowledge-Enhanced Agent for Automatically Building AI Models InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 34

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T12:43:26.077497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 243bf528-1708-42a4-a1e7-93949edb8095 · inbound

Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows cites this paper.

Investigating Novice Researchers' Perceptions of Research Privacy Within LLM-Assisted Workflows InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 91

Resolution: verified exact; arxiv_id, observed 2026-07-02T04:56:38.547505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 113f10a9-b754-49fb-98c4-852544bd349e · inbound

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery cites this paper.

MLEvolve: A Self-Evolving Framework for Automated Machine Learning Algorithm Discovery InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T13:46:59.803528Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e8d9566-8b1b-4d2b-afce-d3b8281d1fc9 · inbound

Structure-guided taxonomic placement of divergent RNA viruses with ViraClass cites this paper.

Structure-guided taxonomic placement of divergent RNA viruses with ViraClass InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:47:22.789304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8f333d24-4f64-473a-b676-70a10bf55568 · inbound

Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy cites this paper.

Agon: An Autonomous Large-Scale Omnidisciplinary Research System Built on Prompt Economy InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:50:00.389954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ecbf0e45-677c-4a99-a077-e421e0bb69b8 · 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 InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 116

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:15:44.159695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d5190505-76a2-4fb6-9093-7ace334ce1b0 · inbound

Rethinking Scientific Discovery in the Agentic Era cites this paper.

Rethinking Scientific Discovery in the Agentic Era InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 19

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 251b45db-864f-4667-b88f-3d2ca2e8ee05 · inbound

SeekBrain: An Autonomous Multi-Agent System for Accelerating Neuroscience Discovery cites this paper.

SeekBrain: An Autonomous Multi-Agent System for Accelerating Neuroscience Discovery InternAgent: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T08:53:34.338639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.