General

Jan 30, 2026

Practical Security Guidance for Sandboxing Agentic Workflows and Managing Execution Risk

AI coding agents enable developers to work faster by streamlining tasks and driving automated, test-driven development. However, they also introduce a...
13 MIN READ
Cars with bounding boxes driving over a bridge in a city.
Jan 28, 2026

Updating Classifier Evasion for Vision Language Models

Advances in AI architectures have unlocked multimodal functionality, enabling transformer models to process multiple forms of data in the same context. For...
10 MIN READ
Jan 27, 2026

Accelerating Diffusion Models with an Open, Plug-and-Play Offering

Recent advances in large-scale diffusion models have revolutionized generative AI across multiple domains, from image synthesis to audio generation, 3D asset...
8 MIN READ
Decorative image.
Jan 09, 2026

Reimagining LLM Memory: Using Context as Training Data Unlocks Models That Learn at Test-Time

We keep seeing LLMs with larger context windows in the news, along with promises that they can hold entire conversation histories, volumes of books, or multiple...
6 MIN READ
Jan 05, 2026

Building Autonomous Vehicles That Reason with NVIDIA Alpamayo

Autonomous vehicle (AV) research is undergoing a rapid shift. The field is being reshaped by the emergence of reasoning-based vision–language–action (VLA)...
12 MIN READ
Four-image grid illustrating AI agents, robotics, data center infrastructure, and simulated environments.
Dec 31, 2025

AI Factories, Physical AI, and Advances in Models, Agents, and Infrastructure That Shaped 2025

2025 was another milestone year for developers and researchers working with NVIDIA technologies. Progress in data center power and compute design, AI...
4 MIN READ
Dec 08, 2025

Automate Kubernetes AI Cluster Health with NVSentinel

Kubernetes underpins a large portion of all AI workloads in production. Yet, maintaining GPU nodes and ensuring that applications are running, training jobs are...
7 MIN READ
Nov 19, 2025

Breaking Through Reinforcement Learning Training Limits with Scaling Rollouts in BroRL

When training large language models (LLMs) with reinforcement learning from verifiable rewards (RLVR), one of the most compelling questions is how to overcome...
7 MIN READ
Nov 12, 2025

Just Released: Warp 1.10 Expands JAX Interoperability and Performance

Build high-performance GPU simulations using Warp, with enhancements across JAX, Tile programming, and Arm support.
1 MIN READ
Nov 10, 2025

Training XGBoost Models with GPU-Accelerated Polars DataFrames

One of the many strengths of the PyData ecosystem is interoperability, which enables seamlessly moving data between libraries that specialize in exploratory...
7 MIN READ
Nov 04, 2025

R²D²: Perception-Guided Task & Motion Planning for Long-Horizon Manipulation

Traditional task and motion planning (TAMP) systems for robot manipulation use cases operate on static models that often fail in new environments. Integrating...
6 MIN READ
Nov 03, 2025

How Code Execution Drives Key Risks in Agentic AI Systems

AI-driven applications are evolving from passive tools to agentic systems that generate code, make decisions, and take autonomous actions. This shift introduces...
8 MIN READ
Oct 21, 2025

Build Practical Deep-Learning Skills for Real-World AI Applications with the New NVIDIA Learning Path

Check out the learning path page and sign up for courses, workshops, and certifications to help develop your skills.
1 MIN READ
Oct 09, 2025

From Assistant to Adversary: Exploiting Agentic AI Developer Tools

Developers are increasingly turning to AI-enabled tools for coding, including Cursor, OpenAI Codex, Claude Code, and GitHub Copilot. While these automation...
10 MIN READ
A cybersecurity image.
Oct 02, 2025

Practical LLM Security Advice from the NVIDIA AI Red Team

Over the last several years, the NVIDIA AI Red Team (AIRT) has evaluated numerous and diverse AI-enabled systems for potential vulnerabilities and security...
8 MIN READ
Robots walking.
Sep 29, 2025

Advancing Robotics Development with Neural Dynamics in Newton

Modern robotics requires more than what classical analytic dynamics provides because of simplified contacts, omitted kinematic loops, and non-differentiable...
9 MIN READ