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6 papers in the last four weeks, up 100% on the four weeks before. 0.1% of all new papers.

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  1. Between the Commits: Process, Error, and Claim Reliability in a Wholly AI-Authored Codebase

    Sep 24, 2026Douglas LeithAi-Assisted Programming TasksCodebases

    Trinity College Dublin Dublin, Ireland

  2. TraceVIC: Causal Reasoning over Code Evolution for Identifying Vulnerability-Inducing Commits

    Sep 22, 2026Fnu Tanish, Samiha Shimmi, Samikshya Chapagain +3Vulnerable CodeCommits

    Northern Illinois University · MIT Lincoln Laboratory

  3. Propose, Verify, Commit: Evidence-Grounded Memory for Long-Horizon Multi-Actor Conversations

    Sep 20, 2026Zihao Lu, Zhihang Yuan, Lei ShiConversational MemoryPeak Memory

    Alibaba Cloud Computing, Hangzhou, China

  4. AUDITPLAN: Commit, Then Answer for Auditable Safety Alignment

    Sep 16, 2026Sai Sri Pushpa Jampani, Kshitij Mishra, Asif EkbalSafety AlignmentModel Auditing

    Indian Institute of Technology Patna, Bihar, India

  5. Agora: Git as Shared Memory for Collective AutoResearch

    Sep 16, 2026Yifan Zhang, Yunheng Zou, Shaokun Zhang +5CommitsDistributed Optimization

    NVIDIA

  6. GANDR: Claim Auditing for Verifiable Legal Answer Generation

    Sep 9, 2026Chen Qian, Yimeng Wang, Yu Chen +2Legal Reasoning TasksCategory-Aware Atomic Claims

    William & Mary · Anytime AI

  7. Can LLMs Extract Architectural Design Decisions from Source Code Commits? - A Preliminary Exploratory Study

    Sep 3, 2026Amey Karan, Rudra Dhar, Mohamed Soliman +1CommitsPreliminary Study

    International Institute of Information Technology Hyderabad, India · Paderborn University, Germany

  8. Don't Let the Model Write the YAML: Deterministic, Minimal-Diff GitOps Remediation from LLM-Proposed Field Changes

    Aug 31, 2026Pruthvi DavineniRemediationCommits

    Independent Researcher

  9. SteerBench-Work: A Benchmark for Agent Steering at Action Boundaries

    Aug 12, 2026Oguz Serdar, Cuneyt MertayakLarge Language Model AgentsCommits

    AgentDock

  10. CommitKV: Lifecycle-Aware KV Cache Compression via Commit Transitions for Multi-Turn Agents

    Aug 8, 2026Weizhong Huang, Jinchao Zhang, Xiawu ZhengKey-Value Cache CompressionDepthweave-Kv

    Xiamen University · WeChat AI, Tencent Inc., China

  11. Beyond Single-Use Tokens: Durable Authorization State for Replay-Resistant LLM Agent Actions

    Aug 3, 2026Jinghan Xu, Longze Fan, Zeyuan Wang +2Deterministic ReplayCommits

    1Nankai University, China · 2China University of Petroleum, China · 3Sun Yat-sen University, China +1

  12. Commit Locally, Exit Globally: Coordinating Adaptive Sampling and Early Exit in Diffusion Language Models

    Jul 30, 2026Chia-Ming Lee, Shao-Kai Liu, Ming-Ching Chang +3Diffusion Language ModelsDiffusion Models

    National Yang Ming Chiao Tung University · University at Albany, SUNY

  13. CommitLLM: A Fine-Tuned Pipeline for Git Commit Message Generation

    Jul 20, 2026Md Rafid Haque, Poojan Narendrabhai Patel, Meetkumar Vijaybhai RaychuraCommitsLarge Language Models(Llms

    University of Illinois at Chicago

  14. Constrained Path Reasoning: Measuring When Committed Stages Earn Their Cost

    Jul 19, 2026Honglin LiReasoning PathsConstraint Satisfaction

    ShanghaiTech University

  15. Move First, Commit Later: Selective LiDAR-to-BIM Global Initialization via Sequential Consensus with Symmetry-Aware Abstention

    Jul 19, 2026Yujie Zhang, Yuxuan Guo, Jiashuo Zheng +3LidarImage Registration

    School of Mechanical Engineering, Hebei University of Technology, Tianjin 300401, China

  16. SemaDiff: Identifying Semantic-Changing Commits with Generated Code and Tests

    Jul 14, 2026Maha Ayub, Michael Konstantinou, Ahmed Khanfir +2CommitsCode Refactoring

    SnT, University of Luxembourg, Luxembourg · RIADI, ENSI, University of Manouba, Tunisia · Concordia University, Canada

  17. GitLake: Git-for-data for the agentic lakehouse

    Jul 9, 2026Weiming Sheng, Jinlang Wang, Manuel Barros +3Large DatabasesData Lakes

    Bauplan Labs USA

  18. RuBench: A Repository-Level Agentic Coding Benchmark with Natively Authored Russian Task Specifications

    Jul 7, 2026Evgeny ShilovAgentic BenchmarksRussian

    Independent Researcher

  19. Don't Commit Alone: Joint Token Commitment in Diffusion Large Language Models

    Jul 5, 2026Lin YaoDiffusion Language ModelsCommits

    School of Computer Science, Shanghai Jiao Tong University, Shanghai, 200240, China · Zhongguancun Academy, Beijing, 100097, China

  20. Decoupling Code Complexity from Newcomer Participation: A Causal Study of AI Coding Agent Adoption in OSS

    Jul 2, 2026Weiwei Xu, Xuanning Cui, Hengzhi Ye +1Coding AgentsOpen-Source

    School of Computer Science, Peking University, Beijing, China · Key Laboratory of High Confidence Software Technologies, Ministry of Education, China

  21. Detecting AI Coding Agents in Open Source: A Validated Multi-Method Census of 180 Million Repositories

    Jun 23, 2026Arsham Khosravani, Audris MockusCoding AgentsArtificial Intelligence Detection

  22. Mean-Field Parallel Decoding for Discrete Diffusion Language Models

    Jun 14, 2026Tamim Zoabi, Ameen Ali, Liran Ringel +1Diffusion Language ModelsConstrained Decoding

    School of Electrical & Computer Engineering Tel Aviv University, Israel · School of Computer Science and AI Tel Aviv University, Israel · Department of Computer Science Technion, Israel Institute of Technology, Israel

  23. Exploration Structure in LLM Agents for Multi-File Change Localization

    Jun 10, 2026Akeela Darryl Fattha, Kia Ying Chua, Lingxiao Jiang +1Repository-Level Code UnderstandingCommits

    School of Computing and Information Systems Singapore Management University Singapore

  24. Commit to the Bit: Reactive Reinforcement Learning Done Right

    May 27, 2026Onno Eberhard, Claire Vernade, Michael MuehlebachQ-LearningMarkov Decision Processes

    Max Planck Institute for Intelligent Systems, Tübingen, Germany · University of Tübingen · University of Technology Nuremberg.

  25. CommitDistill: A Lightweight Knowledge-Centric Memory Layer for Software Repositories

    May 18, 2026Divya Chukkapalli, Thejesh Avula, Aditya Aggarwal +2CommitsLightweight

    Microsoft Corporation

  26. Code-Centric Detection of Vulnerability-Fixing Commits: A Unified Benchmark and Empirical Study

    May 13, 2026Nils Loose, Joseph Bienhüls, Kristoffer Hempel +2Code QualityCommits

    University of Lübeck Institute for IT Security Lübeck, Germany

  27. When Does a Language Model Commit? A Finite-Answer Theory of Pre-Verbalization Commitment

    May 7, 2026Long Zhang, Wei-neng Chen, Feng-feng Wei +1CommitmentContinuation

    School of Computer Science and Engineering South China University of Technology Guangzhou City, Guangdong Province, China

  28. Adaptive Consensus in LLM Ensembles via Sequential Evidence Accumulation: Automatic Budget Identification and Calibrated Commit Signals

    May 5, 2026Roberto E. MedinaEnsembleLarge Language Model Decisions

    Independent Researcher

  29. Conventional Commit Classification using Large Language Models and Prompt Engineering

    May 3, 2026H. M. Sazzad Quadir, Sakib Al Hasan, Md. Nurul Ahad TawhidCommitsDeepseek

    Institute of Information Technology University of Dhaka Dhaka, Bangladesh

  30. How Fast Should a Model Commit to Supervision? Training Reasoning Models on the Tsallis Loss Continuum

    Apr 28, 2026Chu-Cheng Lin, Eugene IeSupervised FinetuningLogit Lens

    Google

  31. AgentPack: A Dataset of Code Changes, Co-Authored by Agents and Humans

    Sep 26, 2025Yangtian Zi, Zixuan Wu, Aleksander Boruch-Gruszecki +2Coding AgentsCommits

    Northeastern University Boston, MA, United States

  32. LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery

    Aug 17, 2025Arshia Akhavan, Alireza Hoseinpour, Abbas Heydarnoori +2CommitsCodebases

    Bowling Green State University, Department of Computer Science, Bowling Green, USA · University of Nebraska-Lincoln, School of Computing, Lincoln, USA · University of Zurich, Department of Informatics, Zurich, Switzerland

  33. LLM-Driven Collaborative Model for Untangling Commits via Explicit and Implicit Dependency Reasoning

    Jul 22, 2025Bo Hou, Xin Tan, Kai Zheng +3CommitsCollaboration

    State Key Laboratory of Complex & Critical Software Environment (SKLCCSE), School of Computer Science and Engineering, Beihang University, Beijing, China · SKLCCSE, School of Computer Science and Engineering, Beihang University, Beijing, China · School of Computing and Data Science, The University of Hong Kong, Hong Kong SAR, China

  34. Evaluating LLM-Based Regression Test Generation

    Jan 19, 2025Jing Liu, Seongmin Lee, Eleonora Losiouk +1Test GenerationCommits

    MPI-SP, Germany · University of California at Los Angeles, USA · University of Padua, Italy