Frontiers

Ask about this topic

Momentum

17 papers in the last four weeks, up 89% on the four weeks before. 0.2% of all new papers.

Jul 13Week of Sep 28
View on map

Latest papers 99

All topics
CardsList

  1. Target-Dependent Limits of Causal Repair: A Leading-Log Frontier in a Gaussian Model

    Sep 30, 2026Qinchuan Cheng, Jiaqi Liu, Ruixuan XieCausal InferencesRepair

    Xi’an Jiaotong University · Sichuan University · Southwestern University of Finance and Economics

  2. KilometerVision: A New Frontier for Large-Scale Spatial Intelligence in VLMs

    Sep 30, 2026Aravindh Mahendran, Michael King, Matthew Koichi Grimes +12Stable Spatial UnderstandingFrontiers

    Google DeepMind, Berlin, Germany · Google DeepMind, London, UK · Princeton University, Princeton, USA +3

  3. False Frontiers: Diagnosing and Mitigating Co-Cheating in Self-Evolving Search Agents

    Sep 30, 2026Meijia Chen, Hao Li, Zheng Lu +12Self-Evolving AgentsSearch Agents

    Rutgers University · Independent Researcher · University of California, San Diego +3

  4. Autoregressive Frontier Expansion: Growing Trees with Graph Machine Learning

    Sep 29, 2026Umer Gupta, Saku Peltonen, Martin RitzertHigh-Fidelity 3D GenerationGenerative Models

    Independent Researcher London, United Kingdom · ETH Zurich Zurich, Switzerland · Leipzig University Leipzig, Germany

  5. Corpus-Guided Dual-Path Propagation for Graph Retrieval-Augmented Generation

    Sep 29, 2026Baoxian Liu, Tong WeiGraph-Based Retrieval Augmented GenerationGraph-Based Retrieval

    College of Software Engineering, Southeast University, Nanjing 210096, China · Key Laboratory of Computer Network and Information Integration (Southeast University), Ministry of Education, China · School of Computer Science and Engineering, Southeast University, Nanjing 210096, China

  6. Hard Vision, Easy Vision: What GPT-6 Astra Reveals Across Computer Vision

    Sep 28, 2026Hanoona Rasheed, Mohammed Irfan Kurpath, Bin Ren +3Computer VisionFine-Grained Perception

    Mohamed bin Zayed University of Artificial Intelligence · Apertix

  7. Frontier Learning: Training LLM Reasoners at the Edge of Capability

    Sep 28, 2026Robin Faro, Shyam Sundhar Ramesh, Ilija Bogunovic +1LLM Reasoning StrategiesPost-Training

    University College London London, UK · University of Basel Basel, Switzerland

  8. Synthetic Hospital: An Open, Verifiable, Physician-Validated Longitudinal EHR Benchmark

    Sep 24, 2026Christine Park, Valerie Chen, Tim DettmersElectronic Health RecordsFrontiers

    Carnegie Mellon University

  9. Capable yet Parsimonious: Extracting and Characterizing Hidden Chain-of-Thought in Frontier Models

    Sep 22, 2026Xiaoyu Luo, Tao Ren, Wenrui Yu +3Frontier ModelsChain-of-Thought Reasoning

    Department of Computer Science Aalborg University, Copenhagen, Denmark · Department of Electronic Systems Aalborg University, Copenhagen, Denmark · Seafill

  10. Dual-Frontier: When Can an Agent Trust Its World Model?

    Sep 22, 2026Huatai Zhu, Qiang Chen, Ziqian Kou +5World ModelsCounterfactual Learning

    Central South University · The Hong Kong University of Science and Technology · Xiangjiang Laboratory +2

  11. Ovis-Embedding: Pushing the Frontiers of Universal Omni-Modal Embeddings

    Sep 21, 2026Ovis-Embedding TeamMultimodal EmbeddingsOmni-Modal

    Alibaba Token Hub, Alibaba Group

  12. Pilot Early, Commit Late: A Real-Options Model of Enterprise AI Adoption under Rapid Technological Progress

    Sep 14, 2026Gaurav TewariArtificial Intelligence DeploymentTechnology

    Omega Venture Partners

  13. Crypto Accounting Bench: Evaluating Frontier and Open-Weight Models on Crypto-Asset Accounting Tasks

    Sep 13, 2026Kareem Khattab, Omar Khattab, Mohamed IbrahemFrontiers

    Entendre Finance

  14. Another Blueprint In The Wall: How to Ask Frontier AI Like a Kid?

    Sep 13, 2026Afshin KhadangiOpenaiFrontiers

    University of Luxembourg

  15. Data-Efficient Language Modeling: From Frontier Advancement to Principle-Guided Model Improvement

    Sep 12, 2026Shuxing Yang, Kaihao Zhu, Junjie Yang +13Frontier ModelsFrontiers

    College of Information Science and Electronic Engineering, Zhejiang University · Qiushi Engine Team

  16. Beyond Training: A Feasibility Taxonomy for Inference-Time AI Governance

    Sep 9, 2026Samar AnsariArtificial Intelligence GovernanceGovernance

    School of Computing and Engineering Sciences University of Chester Chester, CH1 4BJ, United Kingdom

  17. How Fragile Is Safety Alignment at Frontier Scale? A Single-Direction Attack on a 320B MoE

    Sep 9, 2026Yi Shi, Tanyu Chen, Kai ShenSafety AlignmentLarge Language Model Alignment

    Continuum AI

  18. Frontier LLMs are effective batch optimizers: Assessing reasoning models in continuous and discrete settings

    Sep 2, 2026Frank Hu, Shriram Chennakesavalu, David GraffAdaptive OptimizersOptimization Modeling

    Prescient Design, Genentech South San Francisco, CA, USA

  19. The Ceiling Is in the Channel: Auditing Learner Gaps and Measurement Frontiers in Clinical Prediction

    Sep 1, 2026Sayeed Shafayet Chowdhury, Nusrat Jahan, Snehasis Mukhopadhyay +2Clinical PredictionSaturation

    Department of Computer Science, Luddy School of Informatics, Computing, and Engineering, Indiana University Indianapolis, Indianapolis, IN, USA · Department of Computer Science, Ahsanullah University of Science and Technology, Dhaka, Bangladesh · Department of Computer Science, Purdue University Indianapolis, Indianapolis, IN, USA +1

  20. Cheap Verifiers, Large Blind Spots: Measuring the Reliability Cost of Cost-Saving Cascades

    Sep 1, 2026Dushyant RajputVerification FrameworkEqual Error Rate

    AltSlate Labs LLP

  21. SciTrue: Reliable Scientific Claim Validation with Frontier and Open Language Models at the NTCIR SciClaimEval Task

    Sep 1, 2026Qiming Bao, Neşet Özkan Tan, Siyuan Wang +1Category-Aware Atomic ClaimsScientific Discovery

    University of Auckland · New Zealand · The Chinese University of Hong Kong +1

  22. An Agentic Retrobiosynthesis Framework with Learned Frontier Selection

    Aug 31, 2026Philippe Meyer, Guillaume Gricourt, Thomas Duigou +2Large Language Model Policy OptimizationSearch-Augmented Reasoning

    1Université Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, Jouy-en-Josas, France

  23. Frontier vision-language models have overtaken young adults at detecting AI-generated portraits -- but not their calibration

    Aug 31, 2026Sunwhi Kim, Sunyul Kim, Meounggun Jo +1Ai-Generated Image DetectionPortraits

    Hwasung Medi-Science University, Dept. of Bio-Healthcare · Hwasung Medi-Science University, Dept. of Bio-Healthcare, Republic of Korea · Yonsei University, Graduate School of Engineering, Dept. of Artificial Intelligence +5

  24. FrontierChallenge: Evaluating Scientific Workflow Completion

    Aug 25, 2026Liangcai Su, Zhaopeng Feng, Zhuo Chen +14Scientific WorkflowsAgentic Workflow Design

    Apodex Team

  25. FrontierFinance: A Challenging Benchmark for Measuring Frontier Intelligence of Finance Agents

    Aug 12, 2026Yuhao Zhang, O. Ozan Koyluoglu, Thejas Venkatesh +4Finance BenchmarksFrontier Models

    Samaya AI

  26. Hierarchical Fast-Slow ReAct Agent for Zero-Shot Object-Goal Navigation

    Aug 10, 2026Zhaochen Lan, Zhi Yang, Yuxiang Fu +1Vision-Language NavigationObject Goal Navigation

    School of Mechanical Engineering and Automation, Beihang University, Beijing, China · School of Automation, Beijing Institute of Technology, Beijing, China

  27. Exact Zarankiewicz Values On Two Finite Frontier Slices

    Aug 8, 2026Koyar AfrasyabAcyclic GraphsCombinations

    Independent researcher.

  28. Finite Constant Frontiers and Auditable Regret Certificates for Average-Reward Reinforcement Learning

    Aug 7, 2026Ibne Farabi Shihab, Abu Sa-Adat Mohamed Moon-Im Al Ahsan, Md Najmus SwaqeebOptimal LearnerMarkov Decision Processes

    Department of Computer Science, Iowa State University · Department of Computer Science & Engineering, BRAC University

  29. From Behavior to Mechanism: Tracing Divergent Response Modes in Frontier Language Models

    Aug 6, 2026Ali Jalal-KamaliFrontier ModelsSteering

    USC Institute for Creative Technologies

  30. Vision-Language Model Confidence Is Not a Property of the Answer

    Aug 6, 2026Reza Khanmohammadi, Erfan Miahi, Ivan Brugere +4Confidence CalibrationVision-Language Foundation Models

    Michigan State University · JPMorgan AI Research · Henry Ford Health

  31. Situation Aware Frontier Prioritization for Quadruped Search and Rescue

    Aug 3, 2026Kevin Farias, Santiago Martin, Barbara Flores +5Human-Centric Mission PlanningLegged Robots

    Robotics and AI Lab, Technological University of Uruguay, Rivera, Uruguay

  32. SCOPE: Entanglement Frontier Escape for Source-Free Class Unlearning

    Aug 3, 2026Junhao Cai, Dohun Kim, Sung Il Choi +4Exact UnlearningConcept Erasure

    Korea University, Seoul, Republic of Korea

  33. Learning the Pareto Frontier of Predictive Models under Distribution Shift

    Aug 1, 2026Yiming Dong, Jiwei Zhao, Yang Young LuDistribution ShiftsTarget Domain

    Department of Biostatistics & Medical Informatics, University of Wisconsin–Madison · Department of Statistics, University of Wisconsin–Madison · Department of Biomedical Engineering, University of Wisconsin–Madison

  34. Frontis-MA1: Training an AI4AI Model towards Recursive Self-Improvement in Machine Learning Engineering

    Jul 30, 2026Junlin Yang, Che Jiang, Yu Fu +21Mle-Bench LiteRecursive Self-Improvement

    Horizon Research, Frontis.AI

  35. Weather Emulators at the Frontier of Heat Extremes Predictability

    Jul 30, 2026Cas Decancq, Thomas Mortier, Jessica Keune +1Artificial Intelligence Weather ModelsEmulators

    1Hydro-Climate Extremes Lab (H-CEL), Department of Environment, Ghent University, Ghent, Belgium. · 2European Centre for Medium-Range Weather Forecasts (ECMWF), Reading, United Kingdom.

  36. HoF-Bench: Rediscovering Real AI-Discovered CVEs Without Frontier Models

    Jul 29, 2026Petr Simecek, Elnaz Babayeva, Jiri Balhar +23Common Vulnerabilities And ExposureOpen-Source

    AISLE, San Francisco, CA, USA and Prague, Czech Republic · Central European Institute of Technology, Masaryk University, Brno, Czech Republic

  37. VETO: Towards Protecting Images From Frontier AI Editing

    Jul 29, 2026Jonas Grebe, Hossein Shakibania, Tobias Braun +2Ai-Generated Image DetectionLLM Defense Mechanisms

    TU Darmstadt & hessian.AI, Germany · Zuse School ELIZA

  38. Budget-Aware LLM Discovery via Cost-Calibrated Frontier Utility

    Jul 29, 2026Yansen Zhang, Yilu Liu, Tianyu Liu +6Cost-AwareFrontiers

    International Digital Economy Academy (IDEA) · City University of Hong Kong · Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)

  39. The Cost of Knowing: A Resource-Aware Protocol for Benchmarking Hallucination Beyond Static Leaderboards

    Jul 27, 2026Keyu Li, Jin Gao, Dequan WangLeaderboardFacts

    Shanghai Jiao Tong University Shanghai, China

  40. Confidently Wrong: Exception Chain Collapse in Frontier LLM Rule Evaluation

    Jul 25, 2026Paul Simpson, John Kozak, Lisa DoakeFrontier ModelsLarge Language Model Evaluation

    Aethis (aethis.ai)

  41. Skill Self-Play: Pushing the Frontier of LLM Capability with Co-Evolving Skills

    Jul 24, 2026Siyuan Huang, Pengyu Cheng, Haotian Liu +10Self-EvolutionSelf-Play

    Qwen Large Model Application Team, Alibaba · The Chinese University of Hong Kong · Renmin University of China +5

  42. Frontier Financial Judgement: Can agents tell what might move a stock?

    Jul 22, 2026Joshua HarrisFinance BenchmarksAgentic Evaluations

    Sonto

  43. Pushing the Frontier of Full-Song Generation: Hierarchical Autoregressive Planning Meets Flow-Matching Rendering

    Jul 22, 2026Junyu Dai, Xinyue Fan, Weiqin Li +14Song GenerationMelody

    Alibaba Token Foundry

  44. An Early Warning of Emerging Biosecurity Risks in Frontier LLMs

    Jul 20, 2026Zhida He, Xia Hu, Baichen Le +20Large Language Model SafetyLife Sciences Research

    Shanghai Artificial Intelligence Laboratory

  45. Frontier Language Models Struggle to Copy: Text Can Be Better Viewed in 2D

    Jul 17, 2026Haodong Wen, Yiran Zhang, Yingfa Chen +1Language ModelingPositional Encoding

    Tsinghua University

  46. Agentic Service-Oriented Computing: A Manifesto for the Next Frontier of Service-Oriented Computing

    Jul 14, 2026Amin Beheshti, Rong N. Chang, Boualem Benatallah +7Production Agentic SystemsAgentic

    Macquarie University, Sydney, Australia · IBM Research, Yorktown Heights, USA · School of Computing, Dublin City University, Dublin, Ireland +5

  47. Scaffold splits hide structural-frontier failures in ADMET models

    Jul 12, 2026Jiacheng Zheng, Chang Guo, Zixuan Wang +1Molecular Property PredictionLabel-Free

    Ma Yinchu School of Economics, Tianjin University · Department of Mathematics, Faculty of Mathematical & Physical Sciences, University College London · School of Life Science and Technology, Harbin Institute of Technology +1

  48. TopoExplore: Topological Discrimination for Archive-Based Exploration

    Jul 10, 2026Jason CarlsonExplorationTopology

  49. From Gentlemen to Frontiermen: Masculine Formations in English-Language Fiction (1771--1930)

    Jul 3, 2026Rong WangGenderNew Era

    University of Tuebingen

  50. Robustness of Robotic Manipulation: Foundations and Frontiers

    Jun 30, 2026Yifei Dong, Zhanyi Sun, Lujie Yang +5Robotic ManipulationReal-World Manipulation Tasks

    Duke University, USA · KTH Royal Institute of Technology, Stockholm, Sweden · Massachusetts Institute of Technology, USA +2

  51. Cybersecurity is the True Frontier for Generative AI Success or Failure

    Jun 27, 2026Edward Raff, Maor Ashkenazi, Sagar Samtani +2CybersecurityGenerative Artificial Intelligence

    CrowdStrike · University of Maryland, Baltimore County · Edward Raff∗† +2

  52. Concept Removal for Frontier Image Generative Models

    Jun 24, 2026Aditya Kumar, Pierre Joly, Adam Dziedzic +1Text-To-Image Diffusion ModelsDiffusion Models

    CISPA Helmholtz Center for Information Security, Germany.

  53. NarrativeWorldBench: A Frontier-Saturated Benchmark and a Latent World Model for Long-Horizon Co-Creative Audio Drama

    Jun 16, 2026Logan Mann, Abdur Rahman, Mohammad Saifullah +2NarrativesLarge Audio Language Models

    University of California, Santa Barbara · Pocket FM

  54. SciOrch: Learning to Orchestrate Expert LLMs for Solving Frontier Multimodal Scientific Reasoning Tasks

    Jun 14, 2026Jingru Guo, Xiangyuan Xue, Lian Zhang +6LLM Reasoning StrategiesFrontiers

    1Imperial College London · 2The Chinese University of Hong Kong · University of Illinois Urbana-Champaign +4

  55. Identification and Inference for Algorithmic Frontiers with Selective Labels

    Jun 12, 2026Yiqi Liu, Francesca Molinari, Amilcar VelezSelection BiasAlgorithmic Fairness

    Department of Economics, Cornell University

  56. GeoNatureAgent Benchmark: Benchmarking LLM Agents for Environmental Geospatial Analysis Across Frontier and Open-Weight Foundation Models

    Jun 11, 2026Gabriel Diaz-Ireland, Diego Prieto-Herráez, Mario García Peces +2Geospatial ReasoningGeospatial

    Universidad Católica de Ávila (UCAV) Ávila, Spain · Johns Hopkins University Baltimore, MD, USA · Independent Researcher Madrid, Spain +1

  57. DIRECT: When and Where Should You Allocate Test-Time Compute in Embodied Planners?

    Jun 10, 2026Jadelynn Dao, Milan Ganai, Yasmina Abukhadra +7Test TimeEmbodied Agents

    Stanford University · University of Waterloo · NVIDIA

  58. Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?

    Jun 9, 2026Tengchao Lv, Dongdong Zhang, Jiayu Ding +10Large Language Model WorkflowsAssessment

    Microsoft Research

  59. FAIR-Calib: Frontier-Aware Instability-Reweighted Calibration for Post-Training Quantization of Diffusion Large Language Models

    Jun 4, 2026Haoyu Huang, Linlin Yang, Sheng Xu +5Post-Training QuantizationDiffusion Language Models

    National College for Excellent Engineers, Beihang University, Beijing, China · State Key Laboratory of Media Convergence and Communication, Communication University of China, Beijing, China · Independent researcher +4

  60. PaddleOCR-VL-1.6: Expanding the Frontier of Document Parsing with Under-Optimized Region Refinement and Progressive Post-Training

    Jun 2, 2026Zelun Zhang, Hongen Liu, Suyin Liang +12DocumentPost-Training

    PaddlePaddle Team, Baidu Inc.