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11 papers in the last four weeks, up 38% on the four weeks before. 0.1% of all new papers.

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  1. WOMBAT: Whitebox Oracle for Molecular Benchmarking and Attribution Testing

    Sep 30, 2026Dominik Matuszek, Bartosz Zieliński, Tomasz Danel +1Graph Neural NetworksExplainable AI Methods

    Jagiellonian University, Faculty of Mathematics and Computer Science · Jagiellonian University, Doctoral School of Exact and Natural Sciences · Jagiellonian University, Jagiellonian Center for Artificial Intelligence +2

  2. Beyond Oracle Communication: Benchmarking Interactive Intent Alignment Under Miscommunication and Evolving User Intent

    Sep 29, 2026Zheyuan Zhang, Mengyuan Chao, Ke Xiao +5Large Language Model AgentsMulti-Dimensional Evaluation

    ByteDance Inc., USA · University of Notre Dame

  3. Janus: Evidence-Before-Effect Sagas and Offline-Verifiable Provenance for Agentic LLMs

    Sep 29, 2026Mustafa ArslanOracles

    Independent Researcher Istanbul, Türkiye

  4. Tracing the Evolution of Oracle Bone Characters Across Three Millennia

    Sep 28, 2026Tianhao Fu, Xinxin Xu, Spike Wang +3Historical ManuscriptsOracles

    Peking University · Independent

  5. Certified Against Which Oracle? Execution Labels Set the Reported Risk of Conformal Abstention for Text-to-SQL

    Sep 22, 2026Jiamiao Liu, Dewen Qiao, Yu Zhang +1OraclesText-To-Sql

    Department of Information, Xinqiao Hospital Army Medical University (Third Military Medical University) Chongqing 400037, China

  6. GroundedGEO: Auditing the Evidence Gap in Generative Search Rankings

    Sep 21, 2026Yihan Xia, Huiling Fan, Kangrong Zhong +1Evidence-Grounded QuestionsEvidence Conflict

    Shenzhen University Shenzhen, China

  7. PSD: Pseudo Self-Distillation of Memory Representation Capabilities for LLM Agents

    Sep 20, 2026Pirzada Suhail, Menglin Xia, Xuchao Zhang +3Self-Distillation FrameworkLong-Term Agent Memory

    Microsoft Research

  8. REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff

    Sep 15, 2026Riyaaz Shaik, Chandru VenkataramanOffline Reinforcement LearningReverse

    Apple

  9. FROD: Feature Matching Residual Denoising Oracle Bone Decipher

    Sep 15, 2026Yanbin Hou, Biao Xiong, Guojun Xu +4Unpaired Image-To-Image TranslationIterative Denoising Methods

    School of Artificial Intelligence, Wuhan University of Technology, Wuhan 430070, China

  10. LLMs as Oracles: Reliance on LLMs for Subjective Personal Questions

    Sep 13, 2026Myra Cheng, Lujain Ibrahim, Grace Liu +5OraclesDeliberation

    University of Oxford Oxford, England · Carnegie Mellon University Pittsburgh, Pennsylvania, USA

  11. Rank Without an Oracle: Deviation-Aware Interaction-Rank Selection from Offline Multi-Agent Logs

    Sep 8, 2026Xiangwu Wang, Chengwei Cao, Hongyuan TangRankingOracles

    University of Hong Kong · University of California, San Diego · Carnegie Mellon University

  12. Geometric Ceilings on Time-Frequency Masking for Single-Channel Separation

    Sep 3, 2026Maxime BaeldeSpeech SeparationTime-Frequency

    Independent researcher, Lille, France

  13. Bonded Recourse for Smart-Contract Settlement of Compensable Agent Side Effects

    Sep 1, 2026Laurent Bindschaedler, Quentin Botha, Christoph SiebenbrunnerAutonomous AgentsOracles

    Max Planck Institute for Software Systems · Research Institute for Cryptoeconomics, Vienna University of Economics and Business

  14. Automated Testing of LLM-Based Post Hoc Explainers Using Model Checking as an Oracle

    Aug 31, 2026Dennis Gross, Helge SpiekerProbabilistic Model CheckingExplainable AI Methods

    Institut für Kommunikations- und Prüfungsforschung gGmbH · Simula Research Laboratory, Oslo, Norway

  15. Reference-free logged energy-oracle recovery for neural approximations of symmetric coercive variational problems: conforming Riesz reconstruction and archive-level selection

    Aug 17, 2026Karim Bounja, Lahcen Laayouni, Boujemaa Achchab +1Reconstruction ErrorNeural Approximations

    Laboratory for Analysis and Modeling of Systems and Decision Support (LAMSAD), Hassan 1st University of Settat, Settat 26000, Morocco. · Department of Computer Science, School of Science and Engineering, Al Akhawayn University in Ifrane, Ifrane 53000, Morocco.

  16. Sequence prediction under a lying oracle

    Aug 14, 2026Puspabeethi Samanta, Nikhil Karamchandani, Jayakrishnan NairSequence ModelingOracles

    Department of Electrical Engineering IIT Bombay

  17. Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

    Aug 12, 2026Joel AbenhaimCode RefactoringCodebases

    AI Sovereign Labs, Paris, France

  18. A Quantum/Classical Example Oracle Separation for Making Things Up

    Aug 12, 2026Kenny ChenQuantum LearningQuantum Processor

    The University of Sydney

  19. From Recoverability to Functional Use: Certifying Temporal Reports in Time-Series Forecasting

    Aug 11, 2026Qipeng Qian, Yuntao QianTime Series ForecastingOracles

    SUPCON Technology, Hangzhou, China · College of Artificial Intelligence, Zhejiang University, Hangzhou 310027, China

  20. HERALD: Counterfactual Audits and Minimal Repairs for Proof-of-Retrieval Rewards

    Aug 6, 2026Zhuowen Liu, Bohan Cui, YinShang Guo +2CitationsModel Auditing

    The Chinese University of Hong Kong · Fudan University · Nanjing University +2

  21. ORACLE: A Multi-Objective Reinforcement Learning-Based Analog Circuit Design Optimizer with Large Language Models-Guided Exploration

    Aug 5, 2026Osei Brempong, Mohammed Ayman Habib, Vivan Poddar +1Analog DesignMulti-Objective Reinforcement Learning

    University of Utah, Salt Lake City, UT, USA

  22. Guideline-as-Oracle: Zero-Annotation Training of an Ophthalmic Telephone Triage Agent

    Aug 5, 2026Chenyu Wang, Yi Liu, Baoqing Li +2TriageOracles

    Shanghai Institute of Microsystem and Information Technology, Chinese Academy of Sciences · Shanghai Artificial Intelligence Laboratory · ByteDance Inc.

  23. When Oracle Conditioning Misleads Deployment: Conditioning-Availability Bias in Echocardiographic Segmentation

    Aug 4, 2026Dang P. M. Cao, Hieu D. Pham, Hieu PhamEchocardiographyOracles

    College of Engineering and Computer Science, VinUniversity, Hanoi, Vietnam · VinUni-Illinois Smart Health Center, VinUniversity, Hanoi, Vietnam · Center for Innovations in Health Sciences, VinUniversity, Hanoi, Vietnam

  24. Unlearning as Distribution Restoration: A Controlled Counterfactual Study, a Validated Selective Screen, and the Limits of Oracle-Free Certification

    Jul 21, 2026Sen Yang, Yuen-Hei YeungCertificationRetraining

    Stern School of Business New York University · Courant Institute of Mathematical Sciences New York University

  25. AlphaOracle: Oracle bone script decipherment via human-workflow-inspired deep learning

    Jul 20, 2026Yuliang Liu, Haisu Guan, Pengjie Wang +11Historical ManuscriptsIndependent-Pool Single-Draw Oracle

    School of Software Engineering, Huazhong University of Science and Technology, Wuhan 430074, China · Key Laboratory of Oracle Bone Inscriptions Information Processing, Anyang Normal University, Anyang 455002, China · School of Electronic Information Engineering, South China University of Technology, Guangzhou 510641, China

  26. Oracle Gap and Signal Fidelity: A Fixed-Pool Diagnostic for Test-Time Collaboration

    Jul 20, 2026Jie HuCollaborationOracles

    Research Institute of China Telecom

  27. The Test Oracle Problem in Synthetic LLM-as-Judge Corpora: Disappearance, Distortion and a Validation Protocol

    Jul 15, 2026Serkan BallıLlm-As-A-JudgeText Corpora

    Department of Software Engineering, Mehmet Akif Ersoy University, Burdur, Türkiye · Department of Software Engineering, Mehmet Akif Ersoy University, Türkiye

  28. STOCKTAKE: Measuring the Gap Between Perception and Action in LLM Agents with a Fair Oracle

    Jul 15, 2026Sagar Deb, Ashwanth KrishnanLarge Language Model AgentsReasoning Gaps

    QpiAI

  29. The Café in Amsterdam: When the Incumbent Becomes the Oracle

    Jul 15, 2026Augusto CamargoHardware EfficiencyComputational Cost

    IME, University of São Paulo

  30. Oracle Agent Memory as an Enterprise Memory Substrate for Long-Horizon AI Agents

    Jul 14, 2026Richmond Alake, Cesare Bernardis, Paul Cayet +10Long-Term Agent MemoryLong-Horizon Agents

    Oracle

  31. Fail-Aware and Explainable Test Oracle Prediction

    Jul 13, 2026Yue Zhao, Binish Tanveer, Jelena ZdravkovicTest GenerationOracles

    Department of Computer and Systems Sciences, Stockholm University, Stockholm, Sweden

  32. Self-Guided Test-Time Training for Long-Context LLMs

    Jul 10, 2026Xinyu Zhu, Zhe Xu, Xiaohan Wei +10Efficient Long-Context InferenceTest-Time Training

    Meta AI · University of Virginia

  33. LLM-Based Test Oracles: Source-of-Authority Taxonomy -- A Systematic Literature Review

    Jul 6, 2026Ali Hassaan Mughal, Muhammad BilalOraclesSystematic Review

    Independent Researcher, USA · Technical University of Munich, Germany

  34. What Does a Routing Oracle Measure Under Stochastic Decoding? Coupling, Scorer Choice, and Single-Commit Ceilings

    Jul 3, 2026Teng-Ruei ChenLarge Language Model RoutingIndependent-Pool Single-Draw Oracle

    Institute of Bioinformatics and Systems Biology, National Yang Ming Chiao Tung University, Hsinchu 300, Taiwan · Krixvon AI, Taiwan

  35. OracleAnalyser: Analysing Implicit Semantics of Oracle Bone Scripts through MLLMs with Post-training

    Jun 24, 2026Zijia Song, Yelin Wang, Zhengyi Ma +5OraclesTable Reasoning Datasets

    National University of Defense Technology · ShanghaiTech University · Great Bay University +1

  36. MANGO: Automated Multi-Agent Test Oracle Generation for Vision-Language-Action Models

    Jun 23, 2026Pablo Valle, Shaukat Ali, Aitor Arrieta +1Action GenerationTest Generation

    Mondragon University, Guipuzcoa, Spain · Simula Research Laboratory, Oslo, Norway · University of Ottawa, Ottawa, ON K1N 6N5, Canada +1

  37. Entity Resolution via Batched Oracle Queries

    Jun 23, 2026Lorenzo Balzotti, Donatella Firmani, Luca Gagliardelli +1OraclesEntities

    Sapienza University of Rome, Rome, Italy · Universit`a eCampus, Italy · University of Modena and Reggio Emilia, Modena, Italy

  38. The Anatomy of the CTC Oracle Gap: Acoustic Exhaustion and Linguistic Recovery

    Jun 22, 2026Ivan NovosadConstrained DecodingLinguistics

    Faculty of Computer Science, HSE University, Moscow, Russia.

  39. Attacking the Trusted Imagination: Oracle-Level Integrity Attacks on Imagine-then-Act World Models

    Jun 22, 2026Linghan Chen, Kaiyan Ji, Minyu GuoImaginationWorld Models

    Adelaide University

  40. Language Models as Interfaces, Not Oracles: A Hybrid LLM-ML System for Pediatric Appendicitis

    Jun 17, 2026Soheyl Bateni, Maryam AbdolaliNotesOracles

    K. N. Toosi University of Technology, Tehran, Iran

  41. All Smoke, No Alarm: Oracle Signals in Agent-Authored Test Code

    Jun 16, 2026Dipayan Banik, Kowshik Chowdhury, Shazibul Islam ShamimCode QualityTest Generation

    Danovo Energy Solutions · Raleigh, North Carolina, USA · Kennesaw State University +1

  42. Looking Is Not Picking: An Attention-Segment Account of Tool-Selection Failures in LLM Agents

    Jun 15, 2026Shiyang ChenLarge Language Models FailOracles

    Beijing Institute of Technology

  43. Agentic Framework for Deep Learning workload migration via In-Context Learning

    Jun 14, 2026Qiyue Liang, Steven Ingram, George Vanica +4PytorchAgentic Framework

    Google, Sunnyvale, CA · 2Google, Kirkland, WA · 1Google, Sunnyvale, CA +2

  44. Token Complexity Theory for AI-Augmented Computing

    Jun 10, 2026Jie WangComputational CostNatural Language

    Richard Miner School of Computing and Information Sciences, University of Massachusetts, Lowell, MA 01854, USA.

  45. Tracing the Oracle: Improving Diffusion Timestep Scheduling for 3D CT Reconstruction

    Jun 4, 2026Yujia Wu, Zhaoqiang LiuTimestepCone-Beam Computed Tomography

    The authors are with the School of Computer Science and Engineering, University of Electronic Science and Technology of China.

  46. ORACLE-CT: Anatomy-Aware Support Pooling for CT Classification

    Jun 3, 2026Lavsen Dahal, Yubraj Bhandari, Geoffrey Rubin +1Semi-Supervised Medical Image SegmentationGlobal Average Pooling

    Electrical and Computer Engineering, Pratt School of Engineering, Duke University, Durham, 27708, North Carolina, USA · Department of Mathematics, Trinity College of Arts & Sciences, Duke University, Durham, 27708, North Carolina, USA · Department of Radiology and Imaging Sciences, University of Arizona College of Medicine, Tucson, 85004 Arizona, USA +1

  47. CAPER: Clause-Aligned Process Supervision for Text-to-SQL

    Jun 2, 2026Lujie Ban, Jiasheng Shi, Jinyang Li +3Text-To-SqlOracles

    The Chinese University of Hong Kong, Shenzhen · The University of Hong Kong · Northwestern Polytechnical University +1

  48. 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

    Kavli IPMU (WPI), UTIAS, The University of Tokyo, 5-1-5 Kashiwanoha, Kashiwa, Chiba 277-8583, Japan · Center for Data-Driven Discovery, Kavli IPMU (WPI), UTIAS, The University of Tokyo, Kashiwa, Chiba 277-8583, Japan · Institute For Interdisciplinary Research in Science and Education, ICISE, Quy Nhon, 55121, Vietnam

  49. Token Optimization Strategies for LLM-Based Oracle-to-PostgreSQL Migration

    May 27, 2026Oleg Grynets, Dmytro Babarytskyi, Vasyl LyashkevychOraclesTransform

    EPAM Systems McLean, Virginia, USA · EPAM Systems Kharkiv, Ukraine · EPAM Systems Lviv, Ukraine

  50. Iterative Causal Discovery: Per-Edge Impossibility Certificates, Tier-Aware Oracle Queries, and the 1+K1+K Lower Bound

    May 26, 2026Eichi UeharaCausal Discovery MethodsIdentifiability

    aflo, Inc., Tokyo, Japan

  51. WhenLoss: Diagnosing Write and Retrieval Bottlenecks in Long-Context Memory Systems

    May 23, 2026Jiangnan Yu, Kisson Songqi Lin, Jilong WuQuestion-Answering BenchmarksBottlenecks

  52. Summoning the Oracle to Slay It: Mitigating Look-Ahead Bias in Financial Backtesting with Large Language Models

    May 23, 2026Weixian Waylon Li, Mengyu Wang, Tiejun MaFinancial Question AnsweringLookahead

    University of Edinburgh

  53. SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents

    May 21, 2026Mehrdad Saberi, Keivan Rezaei, Soheil FeiziSelf-SpeculativeOracles

    University of Maryland, College Park

  54. OPPO: Bayesian Value Recursion for Token-Level Credit Assignment in LLM Reasoning

    May 21, 2026Yu Li, Rui Miao, Tian Lan +1LLM Reasoning StrategiesFrictive Policy Optimization

    1George Washington University · 2The University of Texas at Dallas

  55. Oracle Supervision Transfers for Hyperparameter Prediction in Model-Based Image Denoising

    May 19, 2026Jianmin Liao, Lixin Shen, Yuesheng XuIterative Denoising MethodsDiffusion Models

    Department of Mathematics Syracuse University · Department of Mathematics & Statistics Old Dominion University

  56. Autoregressive Learning in Joint KL: Sharp Oracle Bounds and Lower Bounds

    May 12, 2026Yunbei Xu, Yuzhe Yuan, Ruohan ZhanAutoregressive ModelKullback-Leibler Divergence

    National University of Singapore · University College London

  57. VISOR: A Vision-Language Model-based Test Oracle for Testing Robots

    May 11, 2026Prasun Saurabh, Pablo Valle, Aitor Arrieta +2Robot SystemsOracles

    Simula Research Laboratory and Oslo Metropolitan University · Mondragon University · National Institute of Informatics

  58. From Single-Step Edit Response to Multi-Step Molecular Optimization

    May 11, 2026Haojie Rao, Kun Li, Yida Xiong +5Molecular OptimizationPrecise Editing

    School of Computer Science, Wuhan University, Wuhan, China · School of Computer Science, Wuhan University Wuhan, China · Department of Data Science and Artificial Intelligence, Monash University, Victoria, Australia +5

  59. Containment Verification: AI Safety Guarantees Independent of Alignment

    May 9, 2026Royce Moon, Lav R. VarshneyArtificial Intelligence SafetyAgentic Framework

    Enclave Intelligence · AI Innovation Institute, Stony Brook University

  60. ORACLE: Anticipating Scams from Partial Trajectories in Streaming App Usage

    May 9, 2026Wenbo Gao, Songbai Tan, Zhongan Wang +6Fraud DetectionThreat Detection

    Harbin Institute of Technology, Shenzhen · Shenzhen University · Zhejiang University +4