Ward: Newsss

208

LVLM-Aided Alignment of Task-Specific Vision Models

arXiv:2512.21985v1 Announce Type: new
Abstract: In high-stakes domains, small task-specific vision models are crucial due to their low computational requirements and the availability of numerous methods to explain their results. However, these explanations often reveal that the models do not align …

220

Reflection-Driven Control for Trustworthy Code Agents

arXiv:2512.21354v1 Announce Type: new
Abstract: Contemporary large language model (LLM) agents are remarkably capable, but they still lack reliable safety controls and can produce unconstrained, unpredictable, and even actively harmful outputs. To address this, we introduce Reflection-Driven Contro…

222

Guided learning lets “untrainable” neural networks realize their potential

CSAIL researchers find even “untrainable” neural nets can learn effectively when guided by another network’s built-in biases using their guidance method.

118

Aerial World Model for Long-horizon Visual Generation and Navigation in 3D Space

arXiv:2512.21887v1 Announce Type: new
Abstract: Unmanned aerial vehicles (UAVs) have emerged as powerful embodied agents. One of the core abilities is autonomous navigation in large-scale three-dimensional environments. Existing navigation policies, however, are typically optimized for low-level ob…

111

AI being used to help cut A&E waiting times in England this winter

Forecasting tool predicts when demand will be highest, allowing NHS trusts to better plan staffing and bed spaceHospitals in England are using artificial intelligence to help cut waiting times in emergency departments this winter.The A&E forecasting tool predicts when demand will be highest, allowin…

112

From In Silico to In Vitro: Evaluating Molecule Generative Models for Hit Generation

arXiv:2512.22031v1 Announce Type: new
Abstract: Hit identification is a critical yet resource-intensive step in the drug discovery pipeline, traditionally relying on high-throughput screening of large compound libraries. Despite advancements in virtual screening, these methods remain time-consuming…

119

A new preprint server welcomes papers written and reviewed by AI

With human peer review struggling to keep pace with machine-generated science, aiXiv enlists bots to help

109

National AI Boom Hits Home as Demand for Power Surges

PLYMOUTH COUNTY, WISCONSIN — On a warm fall afternoon, dairy farmer Chris Kestell pushes through prairie brambles taller than himself, tracing a path overgrown with thickets and swarming with bees as he hikes toward a hidden waterway. Though the route is unidentifiable to the untrained eye, Kestell,…

111

Nvidia deal shows why inference is AI's next battleground

Chipmakers Nvidia and Groq entered into a non-exclusive tech licensing agreement last week aimed at speeding up and lowering the cost of running pre-trained large language models. Why it matters: Groq's language processing unit (LPU) chips power real-time chatbot queries — as opposed to model traini…