Scientific Reproducibility

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11 papers in the last four weeks, up 175% on the four weeks before. 0.1% of all new papers.

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  1. Useful for Exploration, Risky for Precision: Evaluating AI Tools in Academic Research

    May 11, 2026Anthea Dathe, Kiran Hoffmann, Aline MangoldAI-Assisted Scientific ResearchScientific Reproducibility

    Department Speculative Transformation Dresden University of Technology Dresden, 01062

  2. CheckSupport: A Local LLM-Powered Tool for Automated Manuscript Submission Checklist Selection and Completion

    May 10, 2026Satvik Tripathi, Don Enwerem, Kevin Song +3LLM InferenceScientific Reproducibility

    Department of Radiology, Perelman School of Medicine at University of Pennsylvania, Philadelphia, PA, USA · Department of Computer Science, Drexel University, Philadelphia, PA, USA · Department of Computer and Information Science, School of Engineering and Applied Science, University of Pennsylvania, Philadelphia, PA 19104 +2

  3. NeurIPS Should Require Reproducibility Standards for Frontier AI Safety Claims

    May 5, 2026Varad Vishwarupe, Nigel Shadbolt, Marina Jirotka +1AI AccountabilityAI Safety Evaluation

    Department of Computer Science, University of Oxford

  4. ARA: Agentic Reproducibility Assessment For Scalable Support Of Scientific Peer-Review

    May 4, 2026Kevin Riehl, Andres L. Marin, Nikofors Zacharof +6AI-Assisted Scientific ResearchScientific Reproducibility

    European Commission, Joint Research Centre · Ideas Forward

  5. Can Coding Agents Reproduce Findings in Computational Materials Science?

    May 1, 2026Ziyang Huang, Yi Cao, Ali K. Shargh +15Coding AgentsAI Agent Benchmarks

    Johns Hopkins University

  6. The Last Human-Written Paper: Agent-Native Research Artifacts

    Apr 27, 2026Jiachen Liu, Jiaxin Pei, Jintao Huang +34AI-Assisted Scientific ResearchScientific Communication

    University of Michigan · Stanford University · Ohio State University +22

  7. Make Mechanistic Interpretability Auditable: A Call to Develop Guidelines via Continuous Collaborative Reviewing

    Apr 24, 2026Michael Lan, Narmeen Fatimah Oozeer, Chaithanya Bandi +4Scholarly Peer ReviewMechanistic Interpretability

    Martian · University of Delaware · MATS +2

  8. Read the Paper, Write the Code: Agentic Reproduction of Social-Science Results

    Apr 23, 2026Benjamin Kohler, David Zollikofer, Johanna Einsiedler +2AI Coding AgentsLLM Agent Evaluation

    ETH Zurich · University of Basel

  9. Biomedical systems biology workflow orchestration and execution with PoSyMed

    Apr 21, 2026Simon Süwer, Zoe Chervontseva, Kester Bagemihl +3Scientific ReproducibilityScientific Workflow Automation

    Institute for Computational Systems Biomedicine, University of Hamburg, Hamburg, Germany · Department for Mathematics and Computer Science, University of Southern Denmark, Odense, Denmark · Faculty of Science, Computer Science, Vrije Universiteit Amsterdam, Amsterdam, Netherlands

  10. Human-AI Collaboration for Estimating Scientific Replicability

    Apr 19, 2026Tatiana Chakravorti, Robert Fraleigh, Timothy Fritton +7Probabilistic ForecastingScientific Reproducibility

    The Pennsylvania State University · Rutgers University

  11. Grounded autonomous scrutiny at scale: emergent critique from reproduction of published computational physics papers

    Apr 14, 2026Haonan HuangLLM Agent EvaluationScientific Reproducibility

    Department of Physics, Princeton University

  12. Do Papers Tell the Whole Story? A Benchmark and Framework for Uncovering Hidden Implementation Gaps in Bioinformatics

    Mar 23, 2026Tianxiang Xu, Xiaoyan Zhu, Xin Lai +4Software Engineering BenchmarksScientific Reproducibility

    Xi’an Jiaotong University

  13. Supporting Workflow Reproducibility by Linking Bioinformatics Tools across Papers and Executable Code

    Mar 9, 2026Clémence Sebe, Olivier Ferret, Aurélie Névéol +3Entity ResolutionScientific Reproducibility

    Universit´e Paris-Saclay, CNRS, Laboratoire Interdisciplinaire des Sciences du Num´erique, 91400, Orsay, France · Universit´e Paris-Saclay, CEA, List, F-91120, Palaiseau, France · Department of Computer Science, Humboldt-Universität zu Berlin, 10099, Berlin, Germany +1

  14. ReplicatorBench: Benchmarking LLM Agents for Replicability in Social and Behavioral Sciences

    Feb 11, 2026Bang Nguyen, Dominik Soós, Qian Ma +8LLM Agent EvaluationAI Agent Benchmarks

    University of Notre Dame · Computer Science and Engineering · Notre Dame, IN, United States +8

  15. RegCheck: A tool for structured comparisons between study registrations and papers

    Jan 19, 2026Jamie Cummins, Beth Clarke, Ian Hussey +1Scientific Reproducibility

    Institute of Psychology, University of Bern · Bennett Institute of Applied Data Science, University of Oxford

  16. CORE-Bench: Fostering the Credibility of Published Research Through a Computational Reproducibility Agent Benchmark

    Sep 17, 2024Zachary S. Siegel, Sayash Kapoor, Nitya Nadgir +2AI Agent EvaluationAI Agent Benchmarks

    Princeton University