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
When Trust Meets Truth: Trust-Truth Separability in LLM-as-Judge
The new paper suggests that trust and truth judgments are intertwined, challenging the assumption of separability in human-centered AI explanations which aim to increase reliance. contradicts Exploring the effects of human-centered AI explanations on trust and reliance (90%)
novelty 0.068cs.AI
- 02
Can LLMs Introspect? A Reality Check
The new paper challenges the validity of claims made in Read Paper [1] about model introspection, suggesting that previous findings might not demonstrate true internal state awareness as previously thought. contradicts Google Effects on Memory: Cognitive Consequences of Having Information at Our Fingertips (90%)
novelty 0.105cs.AI
- 03
Prediction certification cannot replace explanation certification: a competence envelope for trustworthy AI under compound stress
While [2] highlights the importance of human-centered explanations for increasing reliance, [NEW] argues that prediction-based certifications alone are not sufficient to ensure trustworthiness, suggesting a need for explanation certification as well. contradicts Exploring the effects of human-centered AI explanations on trust and reliance (90%)
novelty 0.107cs.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, cislunar, economics, ftl, fusion, gravitation, gravity, longevity, neuroscience, other, physics, propulsion, 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.
- 01
- 02ai_ml
Belief Without Behavior: Measuring the Translation of Theory of Mind into Coordinated Social Action in Vision-Language Models
novelty 0.104no baselinecs.AI
- 03ai_ml
Can Legal AI Know When It Is Wrong? And Do Students Know When It Is?
novelty 0.104no baselinecs.AI
- 04ai_ml
Teaching is a Process: The TOSS Framework for Modeling Human Teaching Decisions in Human-Interactive Robot Learning
novelty 0.103no baselinecs.RO cs.HC
- 05ai_ml
Skillware: A Software Ontology and Engineering Lifecycle for Persistent Behavioral Artifacts
novelty 0.102no baselinecs.SE cs.AI
- 06ai_ml
The Dual Nature of LLM Persona: Aggregated Tendencies and Frame-Dependent Geometry
novelty 0.101no baselinestat.ML cs.AI cs.LG math.DG
- 07cislunar
Chang'e 7 Lunar Lander Optical Camera-Telescope: Optical Astronomy from the Moon
novelty 0.175no baselineastro-ph.IM astro-ph.EP
- 08economics
Candidate Set Size and Voting Behavior: A Front-Door Approach to Causal Moderation
novelty 0.101no baselineecon.EM
- 09ftl
Static electric and magnetic traversable wormholes in $(2+1)$-dimensional nonlinear electrodynamics
novelty 0.157no baselinegr-qc
- 10fusion
Two-fluid effects on the nonlinear dynamics of RFP relaxation
novelty 0.162no baselinephysics.plasm-ph
- 11
- 12gravitation
Diversity of Galaxy Centers from Small-Scale Isocurvature
novelty 0.145no baselineastro-ph.CO gr-qc hep-ph
- 13gravity
Can Static Black Holes in Massive Gravity Serve as Candidates for Aschenbach-Like Phenomena?
novelty 0.149no baselinegr-qc hep-th
- 14longevity
Reactivation of a dormant developmental plasticity program drives synaptic rejuvenation and antidepressant-like responses
novelty 0.150no baselineneuroscience
- 15neuroscience
How the eyes move, not where they land, predicts what we remember across the lifespan
novelty 0.117no baselineneuroscience
- 16neuroscience
Bile acid signaling as a therapeutically tractable pathway linking early caregiving adversity to social behavior
novelty 0.112no baselineneuroscience
- 17neuroscience
From Consensus to Individual Differences: Typicality Links Brain and Behavior Across Naturalistic Contexts
novelty 0.110no baselineneuroscience
- 18neuroscience
Robustness to noise reveals cross-culturally consistent properties of pitch perception for harmonic and inharmonic sounds
novelty 0.109no baselineneuroscience
- 19neuroscience
Spatiotemporal Dissociation of Human Amygdala Response to Negative Affect
novelty 0.105no baselineneuroscience
- 20other
A Persistent Fleet of AI Scientists Exhibits Cooperative and Autopoietic Behavior
novelty 0.114no baselinebioinformatics
- 21other
Recent cannabis use and self-rated health in young and middle-aged adults: a propensity score-weighted analysis of the National Health and Nutrition Examination Survey (NHANES)
novelty 0.113no baselinepublic and global health
- 22other
Crystallized and Fluid Cognition in Adults Who Stutter
novelty 0.111no baselinepublic and global health
- 23other
Workplace Surveillance and Insider Threat Risk Management: Legal Limits and Privacy Harms
novelty 0.105no baselinecs.CR
- 24other
Public Signals, Concealed Choices: Dynamic Measurement without Behavioral Identification
novelty 0.104no baselinestat.ME stat.AP
- 25other
Invisible Agents, Uninformed Patients: Towards Responsible Deployment Of Autonomous AI Diagnostic Agents In Sub-Saharan Africa
novelty 0.100no baselinecs.CY
- 26physics
The Legibility Gap: How Gender Equity Interventions Redistribute Recognition Across Cultures
novelty 0.094no baselinecs.DL cs.CY physics.soc-ph
- 27propulsion
Diffractive Sail H-Reversal Trajectory: Theoretical Feasibility, Design Strategies, and Applications
novelty 0.180no baselineastro-ph.EP astro-ph.IM
- 28ai_ml
Mind the Style: Impact of Communication Style on Human-Chatbot Interaction
novelty 0.068no baselinecs.HC cs.AI cs.CL cs.CY
- 29psychology
Who Trusts AI with Their Emotions? Trust Formation and Sociodemographic Variation in LLM Use for Emotional Support
novelty 0.048no baselinecs.HC
- 30ai_ml
Anchored Regularized Direct Least Squares (ARDLS): Integrating Established Prioritization Operators for Priority Elicitation in the Analytic Hierarchy Process
novelty 0.134no baselinemath.OC cs.AI math.NA
- 31ai_ml
Defining Decentralization: An Ontological Perspective
novelty 0.123no baselinecs.DC cs.AI cs.LG cs.LO
- 32physics
From Timbuktu to SKA: Who owns the Astronomy knowledge Africa produces?
novelty 0.113no baselinephysics.soc-ph astro-ph.GA astro-ph.HE astro-ph.IM
- 33space_venues
Bridging Semantics and Behavior: An Agent-Based Evolutionary Model of Topic Competition with BERTopic
novelty 0.095no baselinemath.OC
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
Sharing the Control Authority Between Deep Reinforcement Learning and Model Predictive Control: Application to Multi-Class Transportation Networks
novelty 0.184eess.SY cs.LG
- 02ai_ml × space_venues
Advantage-level Aggregation Reinforcement Learning for X-point Target Magnetic Configuration Control in an EXL-50U Experiment-Calibrated Simulation Environment
novelty 0.181physics.plasm-ph cs.AI
- 03
- 04ai_ml × neuroscience
PerturbRx: Learning Treatment-Conditioned Latent Transitions for Patient Drug Response Prediction
novelty 0.178q-bio.QM cs.LG
- 05ai_ml × space_venues
Forecasting with an N-dimensional Langevin Equation and a Neural-Ordinary Differential Equation
novelty 0.175cs.LG math.DS physics.data-an stat.ME
- 06gravitation × space_venues
Resonance crossings as entire functions of the Koopman operator
novelty 0.174gr-qc astro-ph.SR math.DS
- 07ai_ml × space_venues
Graphon Particle Systems, Part II: Dynamics of Distributed Stochastic Continuum Optimization
novelty 0.173eess.SY cs.AI math.OC math.PR
- 08ai_ml × space_venues
Smart Exploration in Reinforcement Learning using Bounded Uncertainty Models
novelty 0.172cs.LG eess.SY
- 09
- 10ai_ml × neuroscience
SPD Matrix Learning for Neuroimaging Analysis: Perspectives, Methods, and Challenges
novelty 0.170cs.LG cs.AI eess.IV q-bio.NC
- 11
- 12ai_ml × neuroscience
On the Within-class Variation Issue in Alzheimer's Disease Detection
novelty 0.164eess.AS cs.AI cs.CL cs.LG
- 13ai_ml × physics
Non-Shattering at and Above the Dynamical Temperature in the Spherical Pure p-Spin Model
novelty 0.153math.PR cond-mat.dis-nn cs.LG math-ph
- 14physics × space_venues
The Trachenko-Zaccone equation: nonlinear relaxation from glasses to complex systems
novelty 0.151cond-mat.dis-nn cond-mat.mtrl-sci cond-mat.soft math.DS
- 15ai_ml × space_venues
A Safety-Driven Architectural Framework for Fail-Operational Drone Swarms in Critical Missions
novelty 0.148eess.SY cs.MA cs.RO
- 16ai_ml × psychology
Looks Right, Works Right: A Project-Level Benchmark for Multi-Screen Mobile App Generation
novelty 0.145cs.HC cs.AI
- 17ai_ml × psychology
Neuro-Geospatial Modelling of EEG Affective States Using Literature-Informed Environmental Context
novelty 0.144cs.AI cs.HC cs.LG
- 18ai_ml × psychology
PromptResponse: Optimizing Prompts for LLM Coding Tasks
novelty 0.141cs.CL cs.AI cs.HC cs.SE
- 19ai_ml × psychology
Granuscore: A Reference-Free Measure of Granularity for Text Analysis and Question Answering
novelty 0.134cs.CL cs.HC
- 20ai_ml × space_venues
Anchored Regularized Direct Least Squares (ARDLS): Integrating Established Prioritization Operators for Priority Elicitation in the Analytic Hierarchy Process
novelty 0.134math.OC cs.AI math.NA
- 21ai_ml × economics
Double Machine Learning of Continuous Treatment Effects with Additive Instrumental Variables
novelty 0.132math.ST econ.EM stat.ME stat.ML
- 22ai_ml × space_venues
Defining Decentralization: An Ontological Perspective
novelty 0.123cs.DC cs.AI cs.LG cs.LO
- 23ai_ml × neuroscience
Reading Cognition as Decisions Unfold in Words: A Factorized Inverse Decision Model
novelty 0.120cs.CL q-bio.NC
- 24ai_ml × economics
Across-Design Uncertainty in Short Pricing Panels: Evidence from Simulated Price Trajectories
novelty 0.120cs.LG econ.EM
- 25physics × space_venues
From Timbuktu to SKA: Who owns the Astronomy knowledge Africa produces?
novelty 0.113physics.soc-ph astro-ph.GA astro-ph.HE astro-ph.IM
- 26ai_ml × psychology
Teaching is a Process: The TOSS Framework for Modeling Human Teaching Decisions in Human-Interactive Robot Learning
novelty 0.103cs.RO cs.HC
- 27ai_ml × psychology
Can you see how I learn? Human observers' inferences about Reinforcement Learning agents' learning processes
novelty 0.087cs.HC cs.AI cs.RO
- 28ai_ml × psychology
Trust Stack for Mental Health AI: A Survey of Calibration across Human, Interaction, and AI Layers
novelty 0.070cs.CL cs.HC
- 29ai_ml × psychology
Mind the Style: Impact of Communication Style on Human-Chatbot Interaction
novelty 0.068cs.HC cs.AI cs.CL cs.CY
Quiet
No papers at all this window on: artificial_womb, gravity_control, isru, orbital_ops. An absence is a finding — "mass driver" has four papers in arXiv's entire history and none in the last hundred days.