AI News

Hybrid Retrieval-Augmented Generation with Knowledge Graph Expansion, RRF Fusion, and Per-Chunk Grounded Evaluation for Enterprise Document Search (arxiv.org)

Measurement-Driven Sub-Network Selection for On-Premise Retrieval-Augmented Factory Agents (arxiv.org)

Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems (arxiv.org)

Repo-To-Skill: Distilling GitHub Repositories Into AI4AI Skills (arxiv.org)

Door-in-the-Face Requests and Refusal Behaviour in Large Language Models (arxiv.org)

Loom: Weaving Diagnostic Strands into Free-Text Consensus via Embedding-Space Reweighting (arxiv.org)

WMLLM: Self-Evolving Optimization Agents via Predict-Then-Act World Modeling (arxiv.org)

Collective creativity in hybrid societies (arxiv.org)

CivBench: A Long-Horizon Benchmark for Tool-Mediated Agents in Civilization VI (arxiv.org)

UTP-Bench: Uncertainty-aware Travel Planning Benchmark (arxiv.org)

Diagnosing with Insights: Structured Analysis of Agent Failures via Behavioral Abstractions (arxiv.org)

SALA: Semantic-Aware Logical Alignment for Complex Reasoning in In-Context Learning (arxiv.org)

Improving Evaluation Realism with Inference-Time Compute and Deployment Scaffolds (arxiv.org)

SCX Router: Streaming Zero-Shot Model Selection with a Decoder-KV Classifier and a Real-World Task Ontology (arxiv.org)

CoMerge: Conflict-Driven Preference Optimization for Multi-Task Model Merging (arxiv.org)

Codebook Agent: Amortized Topology Design for LLM Multi-Agent Systems (arxiv.org)

APEx: Distillation of Agent Procedural Experience for Adaptive Deep Research Question Answering (arxiv.org)

LLM-as-a-Judge Is Not an Oracle: Why Self-Improving Agents Need Deterministic Guardrails (arxiv.org)

Task-Level Natural Language Priors as Learning Signals for Low-Resource LLM Training (arxiv.org)

Propose to Learn, Learn to Propose: Evaluability-Aware Assistance under Bounded Rationality (arxiv.org)

PGPO: Potential-Guided Policy Optimization for Multi-Turn Agentic Tasks (arxiv.org)

PhoenixNest-Video: Evidence-Grounded Multimodal Agent Framework for Automated Video Interview Assessment (arxiv.org)

SkillGLoW: Procedural-Family Skill Consolidation for Self-Improving Agents on Long-Horizon Task Streams (arxiv.org)

PEARL: Path-Entity Aligned Relational Learning with Contextual Subgraphs for Inductive Knowledge Graph Completion (arxiv.org)

ASCII Attack: Recontextualising Harmful Requests as Artistic Critique in Large Language Models (arxiv.org)

Quantum MeanFlow: single-shot generative sampling on NISQ hardware (arxiv.org)

Breadth Beats Depth: Improving GCG-Based Jailbreak Optimization with Breadth-Oriented Suffix Search (arxiv.org)

GenCAR: Generative Counterfactual Alignment with Risk-Controlled Selection for Out-of-Distribution Recommendation (arxiv.org)

A Power Law in Logarithm's Clothing: On the Scalability of Graph-Based Vector Search (arxiv.org)

SoK: Where Do Flow Labels Come From? Auditing Label Provenance in Encrypted Traffic Benchmarks (arxiv.org)

Disease Burden over Skin Tone: Decomposing the Dermatology-AI Generalization Gap (arxiv.org)

WeaveMark: Robust and Scalable Multi-bit LLM Watermarking via Coded Payload Spreading (arxiv.org)

IDEEA: training-free Input-Dependent stEEring via Activation cluster matching (arxiv.org)

DocHop: Benchmarking Out-of-domain Multi-hop Reasoning in Information-Dense Documents (arxiv.org)

Perceptually Regularized Diffusion Model for Image Super-Resolution (arxiv.org)

Morphology signal in whole slide image foundation models can automatically triage slides (arxiv.org)

Post-Training Ternarization of Qwen3-4B Capability, Effective Bit Budget, Storage Compression, and Deployment (arxiv.org)

Network-Aware Forecasting on Wireless Access Points (arxiv.org)

Pushing Forward Multi-Secret-Key Homomorphic Encryption for Private Average Aggregation (arxiv.org)

Sparse Readout Prism: Explaining Logit-Lens Scores in Features Instead of Tokens (arxiv.org)

Basin Geometry and Reliable Recall of Dynamical Memories in Reservoir Computing (arxiv.org)

Latent unified smooth Hamiltonians for excited state chemistry (arxiv.org)

Interpretable Symptom Vectors for Depression in a Large Language Model (arxiv.org)

Reinforcement learning to choose optimizers (arxiv.org)

Ten Architectures, One Error: Shared Failure Modes in Hyperspectral Classification under Spatially Disjoint Evaluation (arxiv.org)

Harness Engineering in LLM Tool Use via Agent-Native Reusable Tool Primitives (arxiv.org)

Hearing the Whispers: Black-Box Membership Inference Attacks on Finetuned TTS Models (arxiv.org)

FairLens: Benchmarking Fairness in Vision-Language Models for High-Stakes Decision-Making (arxiv.org)

FORGE: Forward-Only Test-Time Adaptation for Integer-Only Vision Models on Microcontrollers (arxiv.org)

Private Computation Space: Experience with Trusted Multi-Cluster Federated Learning for Agriculture (arxiv.org)