Long-context large language models (LLMs) face a memory bottleneck that has nothing to do with model weights. During decoding, transformers […]
Category: Staff
NVIDIA SkillSpector Guide: Scanning AI Skills for Security Risks with Static Analysis and SARIF Reports
In this tutorial, we explore how NVIDIA SkillSpector helps us evaluate AI skills for security risks before they are used […]
Vercel Releases Eve: An Open-Source AI Agent Framework Where Each Agent is a Directory of Files Mapped to Capabilities
Vercel has released eve, an open-source framework for building, running, and scaling agents. The project is published as the npm […]
MiniMax Sparse Attention (MSA): a Two-Branch Block-Sparse Attention Trained on a 109B-Parameter MoE With a 3T-Token Budget
MiniMax released MSA (MiniMax Sparse Attention), a sparse attention method built directly on Grouped Query Attention (GQA). It targets one […]
OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls
OpenAI published a new pre-deployment safety method called Deployment Simulation. The idea is direct. Before a model ships, simulate its […]
How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention
In this tutorial, we implement xFormers: a practical toolkit for building fast, memory-efficient Transformer models on GPUs. We begin by […]
Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation
The Qwen team has released three embodied AI models, grouped as Qwen-Robot-Suite. The three are Qwen-RobotManip, Qwen-RobotWorld, and Qwen-RobotNav. Each […]
The Ars Technica 2026 Reader Survey: Let your voice be heard!
Greetings, Arsians, and welcome to the great Ars Technica 2026 reader survey! It has been almost four years since we […]
Hermes Agent Adds Asynchronous Subagents, So Delegated Work No Longer Blocks the Parent Chat
Nous Research has shipped a change to Hermes Agent. Its delegate tool can now run subagents asynchronously. Per the announcement, […]
Meet Atoms: A Vibe Coding Tool That Uses AI Agents to Build, Deploy, and Market Your App (No Code)
The concept of vibe coding is interesting; you don’t need to be a developer or software engineer to build your […]