AI News

Parallel AI Agent Collaboration as Graph-Structured Distributed Block Optimization (arxiv.org)

Simply Logical -- The First Three Decades (arxiv.org)

DiffResearch: Accelerating Deep Research with Diffusion Language Models (arxiv.org)

Deep ReLU Networks Can Fail the Best Approximation Property for Continuous Target Functions (arxiv.org)

QuaNAS: Uncertainty-Aware Reuse of Earlier Searches for Query-Efficient Neural Architecture Search (arxiv.org)

Evolving Federated Density Peak Clustering with Shuffler-Based Anonymization (arxiv.org)

Inside-JEPA: From Prediction to Relational Grounding in Latent World Models (arxiv.org)

Towards Field-Deployable Wearable IMU Systems for Occupational Activity Recognition (arxiv.org)

EEG-Captioner: Grounding EEG-to-Language Generation in Fundamental Signal Properties (arxiv.org)

AtomicRL: Atomic Reinforcement Learning for Long-Horizon Robotic Manipulation (arxiv.org)

Training Mixed-Monotone Neural Networks for Verification Without Set Propagation (arxiv.org)

Bifurcations from Weight Space: JEPAWG on Parametric Dynamical Systems (arxiv.org)

Reverse-KL Policy Distillation: Statistical Guarantees and Limits (arxiv.org)

Lean Finder V2: Semantic Search for Mathlib That Disambiguates User Queries (arxiv.org)

Solving Go under Positional Superko: Sound Proof Transfer and New Board Values (arxiv.org)

A Small Model Asks Better: Fine-Tuning Query Clarification for Retrieval-Augmented Generation (arxiv.org)

Neural Spectral Capacity with Residual Context for Heterogeneous Resource Allocation within Transformers (arxiv.org)

Is spectral predictability enough? Testing {\Omega}-matching for synthetic pretraining under distribution shift (arxiv.org)

A Computationally Efficient and Rate-Optimal Algorithm for Adversarial Linear MDPs with (Aggregate) Bandit Feedback (arxiv.org)

Escaping the Phylogenetic Trap: Persistent Homology Enables Cross-Species Ion Channel Classification via Multimodal Graph Neural Networks (arxiv.org)

Agent AI Zarz\k{a}dzaj\k{a}cy Sieci\k{a} Open RAN Zorientowana na U\.zytkownika (arxiv.org)

How to Use Parallel Data for Multilingual Pretraining (arxiv.org)

CompLit: Scientific Literature Search Benchmarks Must Cover Implicit, Cumulative, and Unmet Needs (arxiv.org)

FutureLens: Longitudinal Topic Patterns in Scholarly Text and Future-Work References (arxiv.org)

The CIDOC CRM Periodic Table: Documentation You Can Test to Support the Adoption of Scientific Research Ontologies for the Humanities (arxiv.org)

FlowCritic: Bridging Value Estimation with Flow Matching in Reinforcement Learning (arxiv.org)

Bayesian Fixed-Confidence Best-Arm Identification with Abstention (arxiv.org)

Probing and Steering for Safety-Relevant Behaviours in Large Language Models (arxiv.org)

CTRL-FM: Inference-Time Structural Control for Flow-Based Virtual Sensing under Long-Horizon Node Outages (arxiv.org)

Spike-Aware Gradient-Based Mixed-Precision Quantization of Spiking Neural Networks for Vision Applications (arxiv.org)

Zero-Cost Detection of Fabricated Citations: A Staged Heuristic Approach for Computing Dissertation Assessment (arxiv.org)

An Exact 93-Move Solution to a Nonlocal Crystal-Exchange Puzzle (arxiv.org)

RubricOpt: Self-Revision of Semantic Rubrics for Preference Optimization (arxiv.org)

PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents (arxiv.org)

Events, Not Pixels: Where World Models Get the Return Wrong (arxiv.org)

Parameter Learning in Active Inference via Variational Message Passing (arxiv.org)

SpecEvo: Speculative Evolution with Large Language Models for Cost-Efficient Scientific Discovery (arxiv.org)

MIG-COW: Transferable Adversarial Attacks on Deepfake Detectors via Gradient Decomposition (arxiv.org)

Bridging Number-Theoretic Primality Testing And Algorithmic Optimization: An Adaptive Cryptographic Framework (arxiv.org)

GAV: A scientific experimentation environment for PDE agents (arxiv.org)

Generalizing Metropolis-Hastings for DAG Sampling (arxiv.org)

SWE-VERIFIER: Selective Verification for Cost-Efficient Coding Agents (arxiv.org)

A Quadratic Lens on Muon's Polar Update: Benefits, Pitfalls, and the Role of Newton-Schulz (arxiv.org)

Stability Analysis of Signed Graphs under Structural Perturbations (arxiv.org)

HumanCentric-Scenes-AI: A Human-Curated Multimodal Dataset of AI-Generated Human-Centric Scenes Across Surveillance, Occupational Portraits, AI-Edited Images, and Short-Form Video (arxiv.org)

GANet: A Lightweight Group Attention Network for Plant Disease Identification on Embedded Systems (arxiv.org)

How Prompt Style Affects AI Accuracy and Speed in Competitive Programming (arxiv.org)

Prediction Is Not Calibration: Item Parameter Recovery and Representation Coupling in Knowledge Tracing (arxiv.org)

Short-to-Long: Detached Features for Long-Horizon Value Learning (arxiv.org)

Spectral Uncertainty Decomposition for Sparse Bayesian Learning (arxiv.org)