arXiv:2605.21071v4 Announce Type: replace-cross Abstract: The rapid progress of large language models (LLMs) is shifting semantic search toward a…
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration
arXiv:2606.04743v2 Announce Type: replace-cross Abstract: Agents are widely deployed as assistants over documents, tools, and code. However, they…
PhoneWorld: Scaling Phone-Use Agent Environments
arXiv:2605.29486v2 Announce Type: replace-cross Abstract: A central bottleneck for phone-use agents is that controllable, reproducible environments…
SomaliBench Eval: Measuring English-to-Somali Refusal Gaps in Open-Weight Language Models
arXiv:2605.25420v2 Announce Type: replace-cross Abstract: Large language model safety evaluation remains heavily English-centered, leaving low-resource…
VISOR: Agentic Visual Retrieval-Augmented Generation via Iterative Search and Over-horizon Reasoning
arXiv:2604.09508v2 Announce Type: replace-cross Abstract: Visual Retrieval-Augmented Generation (VRAG) empowers Vision-Language Models to retrieve and…
AI News Brief Hourly Summary 2026-08-18 05h : 12 posts
12 posts published in the last hour 02:32An InSAR Phase Unwrapping Framework for Large-scale and Complex Events 02:32Early Stopping for Large Reasoning Models via Confidence Dynamics 02:32A Systematic Comparison of Training Objectives for Out-of-Distribution Detection in Image Classification 02:31Adaptive Stopping…
An InSAR Phase Unwrapping Framework for Large-scale and Complex Events
arXiv:2603.21378v2 Announce Type: replace-cross Abstract: Phase unwrapping remains a critical and challenging problem in InSAR processing, particularly in…
Early Stopping for Large Reasoning Models via Confidence Dynamics
arXiv:2604.04930v2 Announce Type: replace-cross Abstract: Large reasoning models rely on long chain-of-thought generation to solve complex problems, but…
A Systematic Comparison of Training Objectives for Out-of-Distribution Detection in Image Classification
arXiv:2603.07571v3 Announce Type: replace-cross Abstract: Out-of-distribution (OOD) detection is critical in safety-sensitive applications. While this…
Adaptive Stopping for Multi-Turn LLM Reasoning
arXiv:2604.01413v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) increasingly rely on multi-turn reasoning and interaction, such as…
Nous Research Ships Bot Mode for Hermes Agent, Turning Agent Profiles Into a Roster of Named Bots
Nous Research has shipped Bot Mode for Hermes Agent, its MIT-licensed open source agent. Bot Mode replaces the single-agent session list with a roster of…
ArGEnT: Arbitrary Geometry-encoded Transformer for Operator Learning
arXiv:2602.11626v3 Announce Type: replace-cross Abstract: Learning solution operators on arbitrary geometries remains a central challenge in scientific…
A Unified Assessment of the Poverty of the Stimulus Argument for Neural Language Models
arXiv:2602.09992v2 Announce Type: replace-cross Abstract: Several recent contributions have evaluated the Poverty of the Stimulus Hypothesis (PoSH) using…
INFORM-CT: INtegrating LLMs and VLMs FOR Incidental Findings Management in Abdominal CT
arXiv:2512.14732v3 Announce Type: replace-cross Abstract: Incidental findings in CT scans, though often benign, can have significant clinical implications…
Lost in Phonation: Voice Quality Variation as an Evaluation Dimension for Speech Foundation Models
arXiv:2510.25577v2 Announce Type: replace-cross Abstract: Recent advances in Speech Foundation Models (SFMs) enable direct processing of raw audio,…
AtomBridge: Agentic VLA Inference Plugin for Long-Horizon Tasks in Scientific Experiments
arXiv:2602.09430v2 Announce Type: replace-cross Abstract: Robotic laboratories play a critical role in autonomous scientific discovery by enabling…
PEFT-MuTS: A Multivariate Parameter-Efficient Fine-Tuning Framework for Remaining Useful Life Prediction based on Cross-domain Time Series Representation Model
arXiv:2601.22631v2 Announce Type: replace-cross Abstract: The application of data-driven remaining useful life (RUL) prediction has long been constrained…
AI News Brief Hourly Summary 2026-08-18 04h : 12 posts
12 posts published in the last hour 01:32LLM-Advisor: An LLM Advisor for Cost-efficient Path Planning across Multiple Terrains 01:32The Fools are Certain; the Wise are Doubtful: Exploring LLM Confidence in Code Completion 01:32PHASE: Passive Human Activity Simulation Evaluation 01:31Redefining Generalization…