Translating CUDA Tile Operations from Python to Rust Using Agentic AI ↗
cuTile Rust (cutile-rs) is a tile-based system for safe, idiomatic GPU kernel authoring in the Rust programming language. Extending the Rust ownership model to...
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Helping older adults use AI in everyday life ↗
OpenAI and AARP are bringing free, hands-on ChatGPT workshops to 1,000 older adults across 10 U.S. cities to build practical AI skills safely.
Reimagining advertising with AI ↗
Explore new AI-powered advertising experiences from OpenAI, including Sponsored Agents, tools for marketers, and integrations with HubSpot and Shopify.
Dense vs. MoE Models: Active Parameters, Throughput, and When to Choose Each ↗
How can a 30B-parameter model activate only 3B parameters per token, and still use the capacity of the larger model? Nemotron 3.5 Lightning illustrates the...
How NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin ↗
Power is a defining constraint for AI factories. As AI workloads demand a full compute platform to serve them, each component of that platform must maximize...
How NVIDIA NVLink 6 Delivers Multi-Layer Resiliency for AI Factories ↗
For operators of large-scale AI factories, maximizing continuous output is essential for productivity. In massive-scale AI training, every GPU in the cluster...
Your Agent Aced the Task. Will It Do It Again? ↗
AI for everyone in every language ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/AI_languages_blog_social.max-600x600.format-webp.webp">We’re moving beyond traditional text translation to build models that understand the world’s rich, living languages exactly as they are expressed.
Building AI to accelerate science and improve lives ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/SocialShare_hD2gcAw.max-600x600.format-webp.webp">The true measure of AI is who it helps. Here’s how it’s impacting lives today. We're focused on key areas where advanced technology can help make extraordinary progress …
AI for Societal Impact ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/original_images/Health_Header.gif">Explore this collection to see how experts and local leaders are using AI breakthroughs to ensure everyone can share the opportunity of AI.
Nail the Narrative ↗
<div class = 'img-link'><a href = 'https://martinfowler.com/articles/never-send-slides/nail-your-narrative.html'><img src = 'https://martinfowler.com/articles/never-send-slides/index/card.png' width = ''></img></a></div> <p><b class = 'author'>Sumeet Gayathri Moghe</b> finds many folks building pres…
Scaling Federated Learning Across Docker, Kubernetes, and Slurm with NVIDIA FLARE ↗
Federated learning (FL) projects often begin with a straightforward setup: one server, a few clients, and one dataset at each site. As those projects grow, the...
New insights from Google’s AI & Economy ATLAS ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/ATLAS-hero.max-600x600.format-webp.webp">We’ve translated ATLAS’s millions of global data points into an interactive, open-access experience.
AI, JD, and other letters of the law ↗
Ryan chats with Kevin Frazier, director of the AI Innovation and Law program at the University of Texas School of Law, about the legal and social impacts of data centers, the realities of workforce disruption, and regulating AI for child safety using existing consumer protection laws.
Accelerating Dropless MoE Training in JAX with NVIDIA Transformer Engine ↗
Mixture of experts (MoE) has become one of the defining architectural trends in large-scale AI model training. DeepSeek, Qwen, and Mixtral are examples of MoE...
DevFest is back ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/DevFest.max-600x600.format-webp.webp">DevFest 2026 is back and here’s how you can connect with one of the more than 800 global events to build, secure, and scale in the agentic AI era.
AI cybersecurity is a cat and mouse game ↗
Ryan chats with Sam Curry, CSO at Zscaler, about where human intelligence sits in the new security landscape with AI, why shifting security protections closer to applications helps limit probes for vulnerabilities, and why building more resilient code infrastructure is the best way to address the vu…
(Re)introducing Developer Story ↗
For the past few years, we’ve been looking at ways to bring a little more of the individual developer back to Stack.
How Full-Stack NIM Optimizations Deliver 2.5x More Users on Nemotron 3 Ultra ↗
Deploying a large language model is only the first step toward production-ready serving. Production teams also need to serve as many concurrent users as...
3 ways to prep for your next big race with Search ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/Search_Race_Running_Tips.max-600x600.format-webp.webp">Search can help runners get race-day ready with registration alerts, tailored training plans, and more.
High-Throughput Structure Prediction with BioNeMo Inference Runtime ↗
Biomolecular structure prediction is now often run at proteome scale, where the goal is to move an entire worklist through the pipeline efficiently. NVIDIA...
From Wafer-Out to First Token: Codifying Supply Chain Expertise with Nemotron and Palantir Foundry ↗
NVIDIA has one of the largest and most complex supply chains in the world, and its performance is measured from wafer-out to first token. The interval is in two...
When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving ↗
Encode-prefill-decode (EPD) disaggregation is an inference optimization technique for multimodal models that separates the vision encoder stage from the prefill...
CUDA Toolkit 13.4 Adds Windows on Arm Support and Greater Control over Shared GPUs ↗
Every NVIDIA CUDA Toolkit release adds functionality and performance improvements that help developers get more from NVIDIA GPUs and the broader NVIDIA software...
Social Media Engagement: summer 2026 ↗
<div class = 'img-link'><a href = 'https://martinfowler.com/articles/2026-social-traffic.html'><img src = 'https://martinfowler.com/articles/2026-social-traffic/card.png' width = '350px'></img></a></div> <p>A quick survey of recent engagement of my posts on social media, indicating which service has…
Recreating a 70-year love story frame by frame ↗
<img src="https://storage.googleapis.com/gweb-uniblog-publish-prod/images/LOVE_RENDERED_HERO_BLOG_SANS_LO.max-600x600.format-webp.webp">Discover how filmmakers and Google DeepMind used AI to recreate a couple's unrecorded past in the short film "Love, Rendered."
Java’s age is its AI superpower ↗
Ryan welcomes Markus Eisele to the program to talk about why your coding agent should be writing Java.
Fragments: September 8 ↗
<p>Christian Catalini says we’re in a situation where we are <a href="https://catalini.com/ideas/economics-of-ai/">vastly reducing the cost of generating things, but not the cost of verifying them:</a>.</p> <blockquote> <p>This explains why the first major AI products appeared in chat, image generat…
Do you even need a presentation? ↗
<div class = 'img-link'><a href = 'https://martinfowler.com/articles/never-send-slides/need-presentation.html'><img src = 'https://martinfowler.com/articles/never-send-slides/index/card.png' width = ''></img></a></div> <p>Like me, <b class = 'author'>Sumeet Gayathri Moghe</b> is tired of poor presen…
Introducing CUDA Rust: Two Tracks for Writing GPU Kernels ↗
In September 2026, NVIDIA announced it is leaning into native GPU programming in Rust. CUDA C++ and CUDA Python are mature, enterprise-grade toolchains, and...