Tension

These papers contradict something you have read. Novelty ranking is blind to this — a refutation sits on top of what it refutes, so it scores as familiar, not new.

  1. 01

    Supporting or Replacing Students' Reasoning? Cognitive Offloading in AI-Assisted Proof Learning

    Eason Chen, Sophia Judicke, Kayla Beigh et al.

    The new paper suggests that AI chatbot use can negatively affect exam performance through cognitive offloading, while the read paper found a negative correlation between AI tool usage and critical thinking without linking it to exam performance. contradicts AI Tools in Society: Impacts on Cognitive Offloading and the Future of Critical Thinking (90%)

    novelty 0.096cs.HC

Frontier

The outer edge of your territory: as far out as these go without leaving it.

No paper you have covered sits in: ai_ml, cislunar, economics, gravitation, gravity, neuroscience, other, physics, psychology, space_venues. Novelty is distance from your covered manifold (73 papers), so for these fields it measures distance from that ground — not novelty within the field. Ranking inside them is provisional until you cover papers there. Marked no baseline below.

  1. 01
    ai_ml

    Social-HUMINT: An LLM-Augmented Unified Framework for Measuring Social Media Exposure

    Pellegrino Casoria, Simon Pietro Romano

    novelty 0.107no baselinecs.CR cs.AI cs.SI

  2. 02
    ai_ml

    Disclosure Begets Disclosure: A Self-Reinforcing Privacy Loop in LLM Agents with Persistent Memory

    Masahiro Kaneko, Hiromi Arai, Timothy Baldwin

    novelty 0.107no baselinecs.CR cs.CL cs.LG

  3. 03
    ai_ml

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

    Sy-Tuyen Ho, Minghui Liu, Huy Nghiem et al.

    novelty 0.106no baselinecs.LG

  4. 04
    ai_ml

    AgentPhishing: A Benchmark of LLM Email Agents Under Adaptive Attack

    Justin Tan, Miao Li, Ding Zhao

    novelty 0.106no baselinecs.CR cs.AI

  5. 05
    ai_ml

    Superintelligent Software Engineering: Governance That Scales with Capability

    Mohammad Mehdi Gholinejad

    novelty 0.106no baselinecs.SE cs.AI

  6. 06
    ai_ml

    AgentMonopoly: Behavioral Patterns and Persona Control in LLM Agents

    Changshun Wu, Mengyu Li, Mathis Marsault et al.

    novelty 0.105no baselinecs.AI

  7. 07
    cislunar

    Tilt-Rotor Quadcopter with Learned Residual Control and Mode-Dependent State Estimation

    Ninad Joshi, Prabhat Kumar

    novelty 0.166no baselinecs.RO

  8. 08
    economics

    Testing for peer effects in short panels without identifying the network structure

    Tom Boot, Artūras Juodis

    novelty 0.104no baselineecon.EM

  9. 09
    gravity

    Gravitational Memory: an approximate description

    Q. -L. Zhao, P. -M. Zhang, M. Elbistan et al.

    novelty 0.143no baselinegr-qc hep-th math-ph

  10. 10
    gravitation

    A Casimir turning point as the beginning of a small flat universe

    Alan Zhang

    novelty 0.139no baselinegr-qc hep-ph hep-th

  11. 11
  12. 12
    other

    Modeling of Therapist-Client Dynamics in Psychotherapy Using LLM-Based Assessments: An Empirical Study

    Angela Chen, Siwei Jin, Canwen Wang et al.

    novelty 0.087no baselinecs.CY

  13. 13
    other

    "I don't have a good metric for what other people think:" Unpacking the double empathy problem in neurodivergent physics problem-solving

    Liam G. McDermott, Frank T. Dachille, George R. Keefe et al.

    novelty 0.082no baselinephysics.ed-ph

  14. 14
    other

    Situating Vulnerability: An Ethical Governance Framework for Anthropomorphic AI Interaction

    Hanhui Xu, Jiacheng Ji, Yuhan Wang et al.

    novelty 0.081no baselinecs.CY

  15. 15
    physics

    Entropy-production cost limits hierarchical decision-making in homing pigeon flocks

    Bibaswan Ghosh, Vipul Rai, Harsh Soni et al.

    novelty 0.108no baselinecond-mat.soft cond-mat.stat-mech physics.bio-ph

  16. 16
    ai_ml

    Who Is Sycophantic to Whom? Confident LLMs, Human Deference, and the Collapse of Trust Calibration

    Deepthika S, Pawni Yadav, B. Sankar

    novelty 0.077no baselinecs.AI cs.HC

  17. 17
  18. 18
    space_venues

    Thermodynamic formalism for singular flows

    Ming Li, Xingzhong Liu

    novelty 0.139no baselinemath.DS

  19. 19
    space_venues

    Assortment optimization under the perception-adjusted Luce model

    Gerardo Berbeglia, Mashbat Suzuki, Matthew Tam

    novelty 0.136no baselinemath.OC cs.GT

  20. 20
    ai_ml

    LLM-Guided Transportation Hub Capacity Planning with Textual Business Inputs

    Xiaoyue Liu, Zheng Dong

    novelty 0.135no baselinecs.LG math.OC

  21. 21
    space_venues

    Global Convergence of Detailed Balanced Mass Action Systems

    Haoran Lv, Chengjin Ni, Manqin Wang et al.

    novelty 0.134no baselinecs.LO math.DS q-bio.MN

  22. 22
    ai_ml

    PriMa-Causa: Causal Prescriptive Maintenance

    Felix Saretzky

    novelty 0.128no baselinecs.LG cs.AI eess.SY

  23. 23

Crossovers

Papers arXiv itself cross-lists across two of your fields. No model is involved — this rides the submitters’ own category tags and needs no manifold.

  1. 01
    ai_ml × space_venues

    Calibration-free IMU-based Relative Orientation Estimation under Dynamic Human Motion

    Ruiyuan Li, Hassan Osman, Ajay Seth et al.

    novelty 0.191cs.RO eess.SY

  2. 02
    ai_ml × space_venues

    Decentralized Bi-Level Optimization for Cooperative Orbital Transportation of a Rigid Payload

    Sidhdharth D. Sikka, Revathy Ravuri, Hei Yin Jowett Chan et al.

    novelty 0.188eess.SY cs.MA cs.RO

  3. 03
    ai_ml × space_venues

    Consensus-Based Distributed Filtering for Angles-Only Tracking in Cislunar Space

    Giovanni Romagnoli, Fabrizio Pilone, Giordana Bucchioni

    novelty 0.185eess.SY cs.MA

  4. 04
    ai_ml × space_venues

    Robustness Verification of an Autonomous Underwater Vehicle-based Plankton Classifier

    Abdelrahman Sayed Sayed, Pierre-Jean Meyer, Asgeir J. Sørensen et al.

    novelty 0.182cs.RO cs.AI eess.SY math.DS

  5. 05
    ai_ml × space_venues

    Prior Evolution and Task Alignment for Aerial Grasping

    Weiliang Deng, Zhengyang Dang, Yao Mu et al.

    novelty 0.179cs.RO eess.SY

  6. 06
    ai_ml × space_venues

    Dispersive Tree Agreements for Multi-Robot Coordination

    Shashank A. Deshpande, Blake T. Edwards, Jonathan P. How

    novelty 0.172cs.RO cs.MA math.OC

  7. 07
    ai_ml × space_venues

    Direct Inference on Admissible Sets (Diona)

    Lorenzo Sabug, Eric Kerrigan

    novelty 0.171math.OC cs.LG eess.SY

  8. 08
    ai_ml × space_venues

    Extending Harmonic Function Methods via Root Locus for Coordinated Path Generation

    Matteo Frascarelli, Lucia Pallottino, Alberto Landi

    novelty 0.170cs.RO eess.SY

  9. 09
    ai_ml × space_venues

    OpenTac: An Open Ecosystem for Customizable, Scalable, and Transferable 3D Tactile Sensing

    Ariel Slepyan, Geeta Chandra Raju Bethala, Jiafeng Gu et al.

    novelty 0.168cs.RO eess.SP eess.SY

  10. 10
    ai_ml × space_venues

    Calibrated uncertainty quantification for prosumer flexibility aggregation in ancillary service markets

    Yogesh Pipada Sunil Kumar, S. Ali Pourmousavi, Jon A. R. Liisberg et al.

    novelty 0.165eess.SY cs.AI

  11. 11
    ai_ml × space_venues

    Evolving Federated Density Peak Clustering with Shuffler-Based Anonymization

    Miha Ožbot, Seiichi Ozawa, Igor Škrjanc

    novelty 0.164cs.LG cs.CR cs.DC eess.SY

  12. 12
    ai_ml × space_venues

    Deep ReLU Networks Can Fail the Best Approximation Property for Continuous Target Functions

    Sebastian Kassing

    novelty 0.163cs.LG math.NA math.OC

  13. 13
    ai_ml × space_venues

    Evolutionary Deep Nets for Non-Intrusive Load Monitoring

    Jinsong Wang, Kenneth A. Loparo

    novelty 0.163cs.LG cs.AI cs.NE eess.SP

  14. 14
    ai_ml × space_venues

    Adversarial Reinforcement Learning for Robust Planetary Landing

    Miguel Leiva-Vélez, Nicolas Gaston-Rozado, Andrea Scorsoglio et al.

    novelty 0.162cs.LG eess.SY

  15. 15
    neuroscience × physics

    Dynamics of random recurrent neural networks: colored noise and sublinear activations

    German Mato, Facundo Rigatuso, Gonzalo Torroba

    novelty 0.156q-bio.NC cond-mat.dis-nn nlin.CD

  16. 16
    ai_ml × psychology

    PointerBench: A Diagnostic Benchmark for Fine-Grained GUI Grounding

    Valentino Sacco, Saurabh Pandey, Alexander Florian Jercher et al.

    novelty 0.152cs.AI cs.HC

  17. 17
    economics × space_venues

    A Resource Allocation Tournament

    Adam Nathaniel, Refael Hassin

    novelty 0.150math.OC cs.GT econ.TH

  18. 18
    ai_ml × space_venues

    Fragility-aware Classification for Risk Characterization and Robust Learning

    Zheng Cui, Daniel Zhuoyu Long, Jin Qi et al.

    novelty 0.148cs.LG math.OC

  19. 19
    ai_ml × space_venues

    SympFormer: Inertial Attention Blocks from Damped Hamiltonian Dynamics on Spaces of Probability Measures

    Viktor Stein, Levin Maier, Wuchen Li et al.

    novelty 0.148math.SG math.AP math.DG math.DS

  20. 20
    ai_ml × space_venues

    Do Tabular Foundation Models Know Physics? Contamination, Units, and the Deterministic Limit

    Wassim Tenachi, Yashar Hezaveh, Laurence Perreault Levasseur et al.

    novelty 0.147cs.LG astro-ph.IM

  21. 21
    ai_ml × space_venues

    Unifying Goal-Conditioned RL and Unsupervised Skill Learning via Control-Maximization

    Alireza Modirshanechi, Benjamin Eysenbach, Peter Dayan et al.

    novelty 0.140cs.LG cs.AI eess.SY

  22. 22
    economics × physics

    Beyond city pairs: Higher-order information in urban growth across borders

    Cillian Hourican, Debraj Roy

    novelty 0.137physics.soc-ph econ.GN

  23. 23
    ai_ml × space_venues

    LLM-Guided Transportation Hub Capacity Planning with Textual Business Inputs

    Xiaoyue Liu, Zheng Dong

    novelty 0.135cs.LG math.OC

  24. 24
    ai_ml × space_venues

    PriMa-Causa: Causal Prescriptive Maintenance

    Felix Saretzky

    novelty 0.128cs.LG cs.AI eess.SY

  25. 25
  26. 26
    ai_ml × economics

    Joules-to-GDP: How Much Economic Value Do AI Systems Produce per Unit of Energy?

    Amirreza Zeinali, Jon Saad-Falcon, Avanika Narayan et al.

    novelty 0.125cs.LG econ.GN

  27. 27
    ai_ml × psychology

    How Different, or Different How? Stance Granularity in Viewpoint Selection for Dialog Systems that Engage Users with Alternative Views

    Morita Tarvirdians, Reeve Lorena, Catharine Oertel

    novelty 0.116cs.HC cs.CL

  28. 28
    ai_ml × psychology

    TutorCaseBench: A Case-Grounded Benchmark for Evaluating LLM Tutors in Supporting Students with Challenging Behaviors

    Yeon Su Park, Chanyoung Park, Tae Soo Kim et al.

    novelty 0.116cs.CL cs.HC

  29. 29
  30. 30
    ai_ml × psychology

    ABRA: Agent-Bound UI for Human-Agent Communication beyond Chat with Reusable Views

    Seon Gyeom Kim, Hannah Kim

    novelty 0.112cs.HC cs.MA

  31. 31
    ai_ml × physics

    Network topology shapes consensus and vulnerability in LLM populations

    Roberto Passaro, Ariel Flint, Romualdo Pastor-Satorras et al.

    novelty 0.112physics.soc-ph cs.AI cs.CY

  32. 32
    ai_ml × psychology

    Navigating human-robot interaction challenges in private and residential aged care homes

    David Ahmedt-Aristizabal, Mohammad Ali Armin, Akila Pemasiri et al.

    novelty 0.105cs.HC cs.CV cs.RO

  33. 33
    ai_ml × psychology

    Metacognitive Scaffolds Create Productive Friction for AI-Assisted Knowledge Work

    Viktor Kewenig, Lev Tankelevitch, Sean Rintel et al.

    novelty 0.094cs.HC cs.AI

  34. 34
    ai_ml × psychology

    CoWriter: Guiding Methodological and Synergetic Human-LLM Co-Authoring

    Shmuel Amar, Benjamin Lieber, Ori Shapira et al.

    novelty 0.094cs.CL cs.AI cs.HC

  35. 35
    ai_ml × psychology

    Who Is Sycophantic to Whom? Confident LLMs, Human Deference, and the Collapse of Trust Calibration

    Deepthika S, Pawni Yadav, B. Sankar

    novelty 0.077cs.AI cs.HC

Quiet

No papers at all this window on: artificial_womb, ftl, fusion, gravity_control, isru, longevity, orbital_ops, propulsion. An absence is a finding — "mass driver" has four papers in arXiv's entire history and none in the last hundred days.