AI News

Sample-Conditioned Representation Selection for Audio Few-Shot Learning (arxiv.org)

Interactive Memory Learning for Long-Term Conversations (arxiv.org)

Scaling-Score Conformal Prediction for Multi-Target Regression (arxiv.org)

Symbolic Separation: Grounding Deep Agents in Knowledge Graphs for Trustworthy Operational Data Analytics (arxiv.org)

Shared-Prefix KV Reuse Across Standard LoRA Adapters: Quality and Serving Tradeoffs (arxiv.org)

FirmCORe: A Benchmark for Structured Reasoning about Inter-Firm Collaboration Opportunities (arxiv.org)

MOCC-R1: Reinforcing Reasoning-Response Consistency for Multimodal Counselor Response Generation (arxiv.org)

End-to-End Latency-Minimizing and Load-Balanced Request Scheduling for Edge LLM Inference in Agentic AI Services (arxiv.org)

Extracting ontology-compliant knowledge from scientific text describing irradiated materials using large language models (arxiv.org)

Intrinsic Motivation in Reinforcement Learning: A Research Agenda for Adaptive Self-Organisation (arxiv.org)

From Transient Prompts to Persistent Control: Scientific Poster Generation via Recursive Semantic-Geometric Contracts (arxiv.org)

Self-Emergence Agent Architecture:Behavior-Inertia HMM, Reflexive Metacognition,and Social-Contrastive Self-Modeling (arxiv.org)

FlashVector: Agent for Hierarchical Model Serving Stack Optimization (arxiv.org)

Efficient Multimodal Generative Recommendation with Latent Narrative Reasoning (arxiv.org)

The Immutable Past: Formalizing State Mutability and Conflict Resolution in Mutable RAG (arxiv.org)

AssemblyGrid v1: A Benchmark for Multi-Robot Production with Temporary Coalitions, Local Information, and Geometric Constraints (arxiv.org)

The Imitation Game: When LLMs Learn to Reason Like Programs via Code-Centric Reasoning Data Synthesis (arxiv.org)

MUUNRiver-Bench: Diagnosing Relation-Dependent Music Retrieval with Multimodal Instructions (arxiv.org)

RAG-CT: Mitigating Privacy Risks on Retrieval-Augmented Generation Systems via Scanning Prompt Distribution (arxiv.org)

Coaching Qwen3 Coder 30B to Think Like a CodeClash Arena Agent (arxiv.org)

Universal Defenses for Tool-Integrated LLM Agents Against Adversarial Attacks (arxiv.org)

AI-Driven Feedback Systems, Digital Labour, and Silent Quitting: Transforming African Workplaces (arxiv.org)

Permutation-Based Stegomalware in Large Language Models: Threats and Countermeasures (arxiv.org)

SceneBench: A Hierarchical Benchmark for Vision-Language Understanding of 3D Scenes (arxiv.org)

Models as Governed Interfaces for AI-Native MBSE: Read-Side Adequacy and Write-Side Admissibility (arxiv.org)

Protocol-Preserving Context Trimming for Agentic Workflows: Benefits, Failure Regimes, and Budget Guardrails (arxiv.org)

AI Policies: Help or Hindrance? A Software Developer's Perspective (arxiv.org)

Geospatial Metadata Improves Discoverability by Connecting Datasets Across Scientific Disciplines (arxiv.org)

Beyond the Name: Demographic Leakage in De-Identified R\'esum\'es and Evaluation Artifacts in LLM Bias Audits (arxiv.org)

Competence-Preserving Resume Perturbations Expose Presentation Sensitivity in LLM Screening (arxiv.org)

QALPA: Property-guided diffusion modeling for efficient exploration of chemical spaces of flexible molecules (arxiv.org)

What Does Layer-Importance Reveal About Transformers and State-Space Models? (arxiv.org)

"Looking for Something Weird to Happen": How Humans Sustain AI Agent Novelty Amid Semantic Collapse (arxiv.org)

Never Stop Thinking: Continuous-Time Language Agents (arxiv.org)

World Model Science: Self-Organized Criticality, Weak Chaos, and Metastable Belief Dynamics in Long-Horizon LLM Agents (arxiv.org)

Transformer-Based Token Fusion and Dynamic Graph Planning for Audio-Visual Navigation (arxiv.org)

Talking Head Synthesis with Facial Landmark Guidance via 3D Gaussian Splatting (arxiv.org)

JustFit: 200K-Token LLM Serving on a 24 GiB Laptop with Just-in-Time State Management (arxiv.org)

LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence (arxiv.org)

RepoAtlas: Guiding Coding Agents via Evolving Multimodal Repository Views (arxiv.org)

Continuous-Time Machine Learning: A Unified Mathematical Perspective (arxiv.org)

A Systematic Evaluation of Machine Learning Methods for Fault Detection and Line Identification in Electrical Power Grids (arxiv.org)

TAME: Token Attribution and Masking for Emergent misalignment (arxiv.org)

Noise2Noise Revisited: Training Pair Distributions Dominate Loss Choice in Self-Supervised Denoising (arxiv.org)

SOTER: A Generative Time-Series Foundation Model for Wearable Human Physiological Signals (arxiv.org)

Geometry of learning dynamics: Gradient descent versus natural gradient on the ridge of optimization (arxiv.org)

ImpossibleRubrics: Stress-Testing Generated Rubrics as Reward Signals (arxiv.org)

FlowATC: Aircraft Trajectory Prediction via Flow Matching (arxiv.org)

On the Importance of Gating: Memorization vs. In-Context Learning in State Space Models (arxiv.org)

AsyncCouple-Flow: Asynchronous Cross-Modal Coupling and Flow Matching for Spatio-Temporal Forecasting (arxiv.org)