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.
- 01
Do Multimodal Agents Really Benefit from Tool Use? A Systematic Study of Capability Gains
The new paper challenges the claim that tool-augmented multimodal agents have learned to use tools effectively for benchmark gains, suggesting instead that they primarily learn tool-calling patterns rather than leveraging tool contributions. contradicts Artificial intelligence and communication: A Human–Machine Communication research agenda (95%)
novelty 0.107cs.CV cs.AI
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, economics, gravitation, gravity, gravity_control, longevity, neuroscience, other, 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.
- 01ai_ml
From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning
novelty 0.114no baselinecs.LG cs.AI cs.CL
- 02ai_ml
SkillChain: Closing the Loop on Skill Evolution for Image-Based E-Commerce AI Assistants
novelty 0.113no baselinecs.CL
- 03ai_ml
Aligned Alone, Misaligned Together: Forecasting Adversarial Capture in LLM Agent Populations
novelty 0.113no baselinecs.CL
- 04ai_ml
SPAR-Hate: Auditor-Guided Multi-Perspective Role Reasoning for Bilingual Hate Speech Parsing
novelty 0.113no baselinecs.AI
- 05
- 06ai_ml
PragAlign: Evidence-Sensitive Reply Assistance Across Chinese and Japanese Appropriateness Judgments
novelty 0.112no baselinecs.CL
- 07economics
Analyzing Within-Subject Experiments: Identification, Testing, and Sensitivity
novelty 0.098no baselinestat.ME econ.EM
- 08gravitation
Testing holographic computation of entanglement pseudo-entropy in dS\textsubscript{3}/ICFT\textsubscript{2}
novelty 0.137no baselinehep-th gr-qc
- 09gravity
Relational Quantum Causal Processes toward Quantum Gravity with Controlled Einstein Response
novelty 0.130no baselinegr-qc
- 10gravity_control
Autoresearch with Coding Agents: Generalizers and Metric-Maximizers on Quran Recitation Data
novelty 0.128no baselinecs.SE cs.AI
- 11longevity
Mitochondrial dysfunction as a hallmark of brain senescence in telomerase-deficient mice
novelty 0.155no baselineneuroscience
- 12neuroscience
Asymmetric Costs of Coordination Errors Shape Sensorimotor Evolution in Animal Collectives
novelty 0.113no baselineanimal behavior and cognition
- 13neuroscience
Heartbeat-Related Bodily Processing Shapes Transition Patterns in Self-Related Spontaneous Thought
novelty 0.112no baselineneuroscience
- 14neuroscience
The role of animal personality in behavioural welfare diagnostics: a case study in Arctic charr (Salvelinus alpinus)
novelty 0.107no baselineanimal behavior and cognition
- 15other
Visualizing the treatment effect on kidney hierarchical composite endpoints: From mosaic to maraca plots
novelty 0.140no baselinestat.AP
- 16other
When Context Gets Root: Privilege Escalation in LLM Harnesses
novelty 0.139no baselinecs.CR cs.SE
- 17other
Evaluation of the Safe Recovery Program to reduce falls in older people in hospital: Protocol for a multicentre stepped-wedge cluster randomised trial.
novelty 0.138no baselinegeriatric medicine
- 18other
Preconception weight change and pregnancy, birth, and child outcomes: Design and baseline characteristics of the MatTrack Cohort
novelty 0.134no baselineobstetrics and gynecology
- 19other
Deciphering the Gut-Brain Dialogue: A Survey-Based and In-Silico Comparative Analysis of Gut Microbial Dysbiosis in Common Neurological Disorders
novelty 0.132no baselinebioinformatics
- 20other
Theoretical Properties of Covariate-Adaptive Randomization with a Diverging Number of Covariates
novelty 0.131no baselinestat.ME math.ST
- 21economics
A Bayesian framework for opinion dynamics models
novelty 0.110no baselineecon.TH cs.GT cs.SI physics.soc-ph
- 22psychology
Algorithmic Fairness Perceptions in the Global South: Evidence from Bangladesh on Ride-Sharing, Beauty Filters, and Large
novelty 0.080no baselinecs.HC
- 23space_venues
Shadowing and Hyperbolicity for Endomorphisms of Locally Compact Groups
novelty 0.142no baselinemath.GR math.DS
- 24space_venues
A Structural Theory of Admissible Transitions in Biological Reaction Networks
novelty 0.142no baselinemath.DS q-bio.MN
- 25economics
Sampling logit equilibrium and endogenous payoff distortion
novelty 0.133no baselineecon.TH math.DS
- 26space_venues
Analysis of a continuous opinion and discrete action dynamics model coupled with an external dynamics
novelty 0.132no baselinemath.OC eess.SY math.DS
- 27space_venues
Enhancing Data Integrity and Traceability in Industry Cyber Physical Systems (ICPS) through Blockchain Technology: A Comprehensive Approach
novelty 0.130no baselinecs.CR eess.SY
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.
- 01ai_ml × space_venues
TADP: Task-Aware Deformable Prediction for Single-Stage 3D Object Detection
novelty 0.210cs.CV cs.AI cs.RO eess.SY
- 02ai_ml × space_venues
Residual Deep Reinforcement Learning-Based Computed Torque Control for a Cable-Driven Lower-Limb Rehabilitation Robot under Disturbances and Parametric Uncertainties
novelty 0.187cs.RO eess.SY
- 03ai_ml × space_venues
Bregman Linearized Augmented Lagrangian Method for Nonconvex Constrained Stochastic Zeroth-order Optimization
novelty 0.184math.OC cs.LG
- 04ai_ml × space_venues
Marine Autonomous Vehicle Fleet Scheduling to Maximise Scientific Impact
novelty 0.182math.OC cs.RO
- 05ai_ml × space_venues
When Do Autoregressive Sequence Models Forecast Physical Wavefields? A Controlled Study on Synthetic Seismograms
novelty 0.181cs.LG astro-ph.IM
- 06ai_ml × space_venues
Data-driven Koopman mode approximation: A neural power iteration algorithm
novelty 0.180eess.SY cs.LG math.OC
- 07gravitation × space_venues
Gravitational wave signal and noise response of an optically levitated sensor in a Fabry-Pérot cavity
novelty 0.173gr-qc astro-ph.IM
- 08ai_ml × space_venues
Reinforcement Learning-Based Control of CAV Platoon Joining Maneuvers in Mixed Traffic
novelty 0.170cs.LG cs.AI math.OC
- 09ai_ml × space_venues
Gromov-Monge Flow Matching for Equivariant Graph Generation
novelty 0.168cs.LG math.OC stat.ML
- 10ai_ml × neuroscience × physics
Cell-type-specific synaptic motifs generate coupled mean-variability dynamics in recurrent neural networks
novelty 0.167q-bio.NC cond-mat.dis-nn cs.NE
- 11
- 12ai_ml × psychology
Soft Active Electromyography Interface for Machine Learning-Enabled Silent Speech Recognition
novelty 0.155cs.LG cs.HC cs.SD
- 13ai_ml × space_venues
Decentralized Multitask Learning over Learned Task Graphs
novelty 0.152cs.LG eess.SP eess.SY
- 14ai_ml × physics
Asymmetric Coupling Anisotropy for Causal Information Filtering in Physical Reservoirs
novelty 0.150nlin.AO cs.NE physics.class-ph
- 15ai_ml × psychology
MOMO: A framework for seamless physical, verbal, and graphical robot skill learning and adaptation
novelty 0.147cs.RO cs.AI cs.CL cs.HC
- 16ai_ml × psychology
Comparative Evaluation of 3D Reconstruction Methods for Immersive Visualization of Laboratory Objects
novelty 0.145cs.GR cs.CV cs.HC
- 17ai_ml × psychology
Evaluating human and LLM screening workflows in a conceptually complex scoping review: Recall--workload trade-offs and run-to-run consistency
novelty 0.144cs.AI cs.HC cs.SE
- 18ai_ml × space_venues
AI agents in Algorithmic Electricity Markets: On the Emergence of Tacit Collusion
novelty 0.144cs.AI cs.GT cs.MA eess.SY
- 19ai_ml × physics
Universality and sharp thresholds for ellipsoid fitting
novelty 0.142math.PR cond-mat.dis-nn cs.DS cs.LG
- 20ai_ml × psychology
BrailleBench: Investigating Multi-Criteria Braille Comprehension in Large Language Models
novelty 0.139cs.AI cs.CL cs.HC
- 21economics × space_venues
Sampling logit equilibrium and endogenous payoff distortion
novelty 0.133econ.TH math.DS
- 22ai_ml × psychology
A Point-of-Prescription Safety-Check System for Adverse Drug Reactions in Rural Bangladeshi Hospitals: A Feasibility Study
novelty 0.133cs.HC cs.LG
- 23economics × physics
A Bayesian framework for opinion dynamics models
novelty 0.110econ.TH cs.GT cs.SI physics.soc-ph
- 24ai_ml × psychology
Distinct Profiles of Run-to-Run Score Reliability and Expert-Panel Alignment Across Four LLM Evaluators of Simulated Japanese-Language AI-to-AI Counseling
novelty 0.103cs.CL cs.AI cs.HC
- 25ai_ml × economics
Sophistication in GenAI Use: Field Evidence from a Large Firm
novelty 0.100cs.AI econ.GN
- 26ai_ml × psychology
The BS-meter: Detecting Politics and Labour through ChatGPT's Language
novelty 0.099cs.CL cs.AI cs.HC
- 27
Quiet
No papers at all this window on: artificial_womb, cislunar, ftl, fusion, isru, 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.