Artificial Intelligence Scientists

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  1. From Scientific Observations to Mechanisms: Benchmarking Hypothesis Generation by AI Scientists

    Oct 4, 2026Xiaxun Xie, Qingqing Long, Meng Xiao +4Artificial Intelligence ScientistsHypothesis-Driven Model Expansion

  2. Can AI Scientists Coordinate at Runtime?

    Oct 1, 2026Zijian Liu, Yangzhixin Luo, Junyu Lu +6Artificial Intelligence ScientistsMulti-Agent Orchestration

  3. ArchitectureIQ: On the Measure of Training Intuition

    Sep 30, 2026Zirui Ren, Shaoyang Guo, Chencheng Tang +9IntuitionArtificial Intelligence Scientists

  4. Co-Linguistics: AI-augmented Theory Construction in Linguistics

    Sep 29, 2026Emmanuel Chemla, Benjamin Spector, Alexandros Kalomoiros +1LinguisticsArtificial Intelligence Scientists

  5. Reinforcing Agentic Creativity in Scientific Ideation with Night Science

    Sep 28, 2026Priyanka Kargupta, Silviu Cucerzan, Shweti Mahajan +4Scientific IdeationCreativity

  6. Towards Reliable AI Data Scientists: Data Agents with Workflow Harnesses

    Sep 28, 2026Huachi Zhou, Yujing Zhang, Jiahe Du +7Data Science AgentsAgentic Workflow Design

  7. ASCEND: Personal AI Agents for Autonomous Scientific Computing Across HPC Clusters and GPU Workstations

    Sep 26, 2026J. Paul Liu, Uthpala Herath, Andrew PetersenHigh-Performance ComputingArtificial Intelligence Scientists

  8. The AI Neuroscientist: An Interactive Agentic Interface for Neuroimaging Analysis

    Sep 21, 2026Aakash Patel, Panos Ketonis, Shreya Saxena +2Data Science AgentsArtificial Intelligence Scientists

  9. ScientistTwo: Pioneering the Human Knowledge Frontier with Autonomous AI

    Sep 17, 2026Jaehyun Nam, Jinsung Yoon, Yanzhou Pan +4Artificial Intelligence ScientistsScientific Agents

  10. The AI-Enabled Scientific Frontier

    Sep 14, 2026Gabriel Manso, Emma Fu, Neil ThompsonArtificial Intelligence ScientistsScientific Discovery

  11. AgentIdeaBench: Benchmarking Scientific Ideation in the Agent Era

    Sep 7, 2026Yunxiang Mo, Tianshi Zheng, Yisen Gao +7Scientific IdeationArtificial Intelligence Scientists

  12. Dr. Claw: An AI Scientist Workspace for Vibe Research

    Aug 31, 2026Dingjie Song, Hanrong Zhang, Dawei Liu +10Artificial Intelligence ScientistsHuman-In-The-Loop

  13. PaperGym: Rubric-Centered Evolution for Research-Plan Generation

    Aug 31, 2026Yuhan Wang, Zhengxi Lu, Yuchen Yan +6Research AutomationRubrics

  14. RATIO: A Benchmark for Retrieval Across Typed Ideation Operations in Scientific Literature

    Aug 27, 2026Maayan Sharon, Tom HopeScientific IdeationRetrievers

  15. Mechanist: AI as a Scientific Instrument for Discovering the Mechanisms of Intelligence

    Aug 12, 2026Mengru Wang, Junfeng Fang, Shuofei Qiao +16Artificial Intelligence SafetyArtificial Intelligence Scientists

  16. AquiLLM: An Architecture for Supporting Tacit Knowledge Capture in Research Groups

    Aug 9, 2026Jack Stark, Srinath Saikrishnan, Vikram Seenivasan +3Artificial Intelligence ScientistsScientific Discovery

  17. Abstracted Away: Resisting Alienation and Ungrounded Abstraction in AI Research Communities

    Aug 9, 2026Vyoma Raman, Isabel O. Gallegos, Neha SrivathsaArtificial Intelligence ResearchArtificial Intelligence Scientists

  18. Eigenius: A Typed Knowledge-Graph DBMS with Epistemic Stratification and Institution-Mediated Reasoning

    Aug 5, 2026Hans-Martin Will, Allen L. Brown, Matthew FuchsEpistemic State ReplicationKnowledge Graphs

  19. Adversarial Fast-Moving Real-World Domains as Test Beds for Benchmarking AI Scientist Capabilities

    Aug 4, 2026William Bolton, Philip TorrScientific IdeationArtificial Intelligence Benchmarks

  20. An AI Scientist that Doesn't Drift: Taste, Structure, and Falsifiable Findings in a Quadruped Navigation Research Loop

    Jul 30, 2026Yiwen Zhang, Eloise Zeng, Jaeha Lee +1Artificial Intelligence ScientistsFalsehood

  21. Diversifying Personalized Research Ideation against AI-Induced Homogenization

    Jul 30, 2026Rui Xu, Yunke Wang, Linwei Tao +2Scientific IdeationArtificial Intelligence Scientists

  22. OmniQEC: discovering practical quantum error-correcting codes by an AI scientist

    Jul 28, 2026Ge Yan, Shanchuan Li, Pengyue Ma +5Quantum Error CorrectionPost-Quantum Cryptography

  23. Agentic AI-enabled discovery across large-scale sleep physiology

    Jul 28, 2026Rahul Thapa, Umaer Hanif, Robin Guillard +10SleepPhysiological Data

  24. Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science

    Jul 14, 2026Sutanay Choudhury, Jeffrey J. Czajka, Lummy M. O. Monteiro +15Artificial Intelligence ScientistsHuman-Ai Collaboration

  25. Aïra: Rethinking AI Research Assistants for Interdisciplinary Science

    Jul 14, 2026Diya Mirji, Tiffany Degbotse, Sharmil Nanjappa +9Interdisciplinary ResearchArtificial Intelligence Scientists

  26. An Agentic AI Scientific Community for Automated Neural Operator Discovery

    Jul 13, 2026Luis Loo, Ulisses Braga-NetoNeural OperatorsArtificial Intelligence Scientists

  27. NVAITC AI Scientist: A Governed End-to-End Research System -- A Hypertension GWAS Case Study

    Jul 13, 2026Eddie Huang, Ken Liao, Iven Fu +14Scientific WorkflowsArtificial Intelligence Scientists

  28. Are LLMs Ready for Scientific Discovery? A Capability-Oriented Benchmark for AI Scientists

    Jul 13, 2026Chuhan Shi, Xiaoquan Ren, Sicheng Song +3Scientific DiscoveryArtificial Intelligence Scientists

  29. Distributed Denial of Science: How Indirect Data Poisoning of AI Systems Can Industrialize Scientific Fraud

    Jul 12, 2026Bálint Gyevnár, Atoosa Kasirzadeh, Nihar B. ShahArtificial Intelligence ScientistsPoisoning

  30. Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents

    Jul 10, 2026Izumi Takahara, Teruyasu MizoguchiArtificial Intelligence ScientistsHypothesis-Driven Model Expansion

  31. CausalGame: Benchmarking Causal Thinking of LLM Agents in Games

    Jul 5, 2026Zhenhao Chen, Yongqiang Chen, Chenxi Liu +7Artificial Intelligence ScientistsLarge Language Model Agents

  32. Agentic-Ideation: Sample Efficient Agentic Trajectories Synthesis for Scientific Ideation Agents

    Jun 30, 2026Keyu Zhao, Lingyan Kong, Fengli Xu +1Scientific IdeationArtificial Intelligence Scientists

  33. Safety from Honesty in a Disinterested AI Predictor

    Jun 28, 2026Yoshua Bengio, Oliver Richardson, Tomáš Gavenčiak +13Artificial Intelligence SafetyArtificial Intelligence Scientists

  34. auto-psych: Automating the science of mind using agent-driven theory discovery and experimentation

    Jun 24, 2026Ben Prystawski, Kushin Mukherjee, Daniel Wurgaft +4Artificial Intelligence ScientistsPsychology

  35. Closing the Loop to Discover Psychological Theories with an Automated Cognitive Scientist

    Jun 24, 2026Akshay K. Jagadish, Younes Strittmatter, Nori Jacoby +5Cognitive ScienceArtificial Intelligence Scientists

  36. Autodata: An agentic data scientist to create high quality synthetic data

    Jun 24, 2026Ilia Kulikov, Chenxi Whitehouse, Tianhao Wu +12Data Science AgentsSynthetic Data

  37. Position: Correct Answer, Wrong Mechanism -- When AI Scientists Defend General Claims Their Own Data Contradicts

    Jun 22, 2026Steven Young EuligArtificial Intelligence ScientistsCorrect

  38. Discovering Crystal Structure Prediction Algorithms with an AI Co-Scientist

    Jun 22, 2026Kiyoung Seong, Nayoung Kim, Sungsoo AhnCrystal Structure PredictionCrystal Structure

  39. AI Scientists as Engines of Discovery: A Case for Development within Reformed Institutions

    Jun 22, 2026Raul Jimenez, Boris Bolliet, Francisco Villaescusa-Navarro +7Artificial Intelligence ScientistsPeer Review

  40. Making AI Scientists Auditable from Evidence to Claim

    Jun 17, 2026Zijian Wang, Hanqi Li, Ziyue Yang +17Artificial Intelligence ScientistsScientific Agents

  41. ATLAS: Active Theory Learning for Automated Science

    Jun 10, 2026Noémi Éltető, Nathaniel D. Daw, Kimberly L. Stachenfeld +1Behavioral Foundation ModelsActive Learning

  42. AI Coding Agents Can Reproduce Social Science Findings

    Jun 9, 2026Meysam Alizadeh, Mohsen Mosleh, Fabrizio Gilardi +2Coding AgentsReproducibility

  43. Deterministic Integrity Gates for LLM-Assisted Clinical Manuscript Preparation: An Auditable Biomedical Informatics Architecture

    Jun 8, 2026Yoojin Nam, Jinhoon Jeong, Namkug KimLarge Language Model ReliabilityIntegrity

  44. Sycophancy Towards Researchers Drives Performative Misalignment

    Jun 7, 2026David D. Baek, Xinnuo Li, Anay Gupta +4SycophancyArtificial Intelligence Alignment

  45. A case study of evaluating AI agents on a neuroscience data-to-discovery pipeline

    Jun 5, 2026Kai A. Horstmann, Ethan Lin, Alice A. Robie +2Artificial Intelligence ScientistsData Science Agents

  46. TianJi-Environ: An Autonomous AI Scientist for Atmospheric Environmental Research

    Jun 5, 2026Haoluo Zhao, Hongchun Zhang, Nan Li +6Atmospheric DynamicsArtificial Intelligence Scientists

  47. Physics Is All You Need? A Case Study in Physicist-Supervised AI Development of Scientific Software

    May 28, 2026Nhat-Minh NguyenArtificial Intelligence ScientistsArtificial Intelligence Agents

  48. SoundnessBench: Can Your AI Scientist Really Tell Good Research Ideas from Bad Ones?

    May 28, 2026Sy-Tuyen Ho, Minghui Liu, Huy Nghiem +1Artificial Intelligence ScientistsBad

  49. ProjectionBench: Evaluating Scientific Hypothesis Generation in LLMs Under Progressive Information Disclosure

    May 28, 2026A. J. Lew, Y. Cao, M. J. BuehlerScientific DiscoveryArtificial Intelligence Scientists

  50. DeepSurvey: Agent-Oriented Automated Survey Generation with Analytical Depth and Citation Reliability

    May 28, 2026Ziyue Yang, Da Ma, Hanqi Li +8CitationsSurvey