
Editor's note: This post is part of the AI Decoded series, which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for GeForce RTX PC and RTX workstation users.
Generative AI is enabling new capabilities for Windows applications and games. It's powering unscripted, dynamic NPCs, it's enabling creators to generate novel works of art, and it's helping gamers boost frame rates by up to 4x. But this is just the beginning.
As the capabilities and use cases for generative AI continue to grow, so does the demand for compute to support it.
Hybrid AI combines the onboard AI acceleration of NVIDIA RTX with scalable, cloud-based GPUs to effectively and efficiently meet the demands of AI workloads.
Hybrid AI, a Love Story With growing AI adoption, app developers are looking for deployment options: AI running locally on RTX GPUs delivers high performance and low latency, and is always available - even when not connected to the internet. On the other hand, AI running in the cloud can run larger models and scale across many GPUs, serving multiple clients simultaneously. In many cases, a single application will use both.
Hybrid AI is a kind of matchmaker that harmonizes local PC and workstation compute with cloud scalability. It provides the flexibility to optimize AI workloads based on specific use cases, cost and performance. It helps developers ensure that AI tasks run where it makes the most sense for their specific applications.
Whether the AI is running locally or in the cloud it gets accelerated by NVIDIA GPUs and NVIDIA's AI stack, including TensorRT and TensorRT-LLM. That means less time staring at pinwheels of death and more opportunity to deliver cutting-edge, AI powered features to users.
A range of NVIDIA tools and technologies support hybrid AI workflows for creators, gamers, and developers.
Dream in the Cloud, Bring to Life on RTX Generative AI has demonstrated its ability to help artists ideate, prototype and brainstorm new creations. One such solution, the cloud-based Generative AI by iStock - powered by NVIDIA Edify - is a generative photography service that was built for and with artists, training only on licensed content and with compensation for artist contributors.
Generative AI by iStock goes beyond image generation, providing artists with extensive tools to explore styles, variations, modify parts of an image or expand the canvas. With all these tools, artists can ideate numerous times and still bring ideas to life quickly.
Once the creative concept is ready, artists can bring it back to their local systems. RTX-powered PCs and workstations offer artists AI acceleration in more than 125 of the top creative apps to realize the full vision - whether it's creating an amazing piece of artwork in Photoshop with local AI tools, animating the image with a parallax effect in DaVinci Resolve, or building a 3D scene with the reference image in Blender with ray tracing acceleration, and AI denoising in Optix.
Hybrid ACE Brings NPCs to Life Hybrid AI is also enabling a new realm of interactive PC gaming with NVIDIA ACE, allowing game developers and digital creators to integrate state-of-the-art generative AI models into digital avatars on RTX AI PCs.
Powered by AI neural networks, NVIDIA ACE lets developers and designers create non-playable characters (NPCs) that can understand and respond to human player text and speech. It leverages AI models, including speech-to-text models to handle natural language spoken aloud, to generate NPCs' responses in real time.
A Hybrid Developer Tool That Runs Anywhere Hybrid also helps developers build and tune new AI models. NVIDIA AI Workbench helps developers quickly create, test and customize pretrained generative AI models and LLMs on RTX GPUs. It offers streamlined access to popular repositories like Hugging Face, GitHub and NVIDIA NGC, along with a simplified user interface that enables data scientists and developers to easily reproduce, collaborate on and migrate projects.
Projects can be easily scaled up when additional performance is needed - whether to the data center, a public cloud or NVIDIA DGX Cloud - and then brought back to local RTX systems on a PC or workstation for inference and light customization. Data scientists and developers can leverage pre-built Workbench projects to chat with documents using retrieval-augmented generation (RAG), customize LLMs using fine-tuning, accelerate data science workloads with seamless CPU-to-GPU transitions and more.
The Hybrid RAG Workbench project provides a customizable RAG application that developers can run and adapt themselves. They can embed their documents locally and run inference either on a local RTX system, a cloud endpoint hosted on NVIDIA's API catalog or using NVIDIA NIM microservices. The project can be adapted to use various models, endpoints and containers, and provides the ability for developers to quantize models to run on their GPU of choice.
NVIDIA GPUs power remarkable AI solutions locally on NVIDIA GeForce RTX PCs and RTX workstations and in the cloud. Creators, gamers and developers can get the best of both worlds with growing hybrid AI workflows.
Generative AI is transforming gaming, videoconferencing and interactive experiences of all kinds. Make sense of what's new and what's next by subscribing to the AI Decoded newsletter.
Most recent headlines
05/01/2027
Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...
04/08/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
04/07/2026
April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...
01/06/2026
January 6 2026, 05:30 (PST) Dolby Sets the New Standard for Premium Entertainment at CES 2026
Throughout the week, Dolby brings to life the latest innovatio...
02/05/2026
Dalet, a leading technology and service provider for media-rich organizations, t...
01/05/2026
January 5 2026, 18:30 (PST) NBCUniversal's Peacock to Be First Streamer to ...
28/04/2026
Triton Digital's Podcast Metrics Demos+ Data Integration Enables Comprehensi...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
TAG Video Systems, the leading IP-native Realtime Media Platform, today announced that Lens, its visual service health interface for broadcast operations, recei...
28/04/2026
Open AV-over-IP Standard Recognized in IT Networking/Infrastructure and Security Category
The Alliance for IP Media Solutions (AIMS) today announced that the ...
28/04/2026
VFX History: Slit Scan
Graham Quince April 28, 2026
0 Comments
How did 2001: A Space Odyssey, Star Wars, Doctor Who and Star Trek: The Next Generation...
28/04/2026
These DaVinci Resolve Effects Will Make You a More Creative Colorist
Kasia Jarco April 28, 2026
0 Comments
Creativity in color grading is not about ha...
28/04/2026
A Simple Introduction to Cavalry: Indexed Circle
Simon Ubsdell April 28, 2026
0 Comments
In this new introductory tutorial for Cavalry we're going...
28/04/2026
Rise, the award-winning advocacy group for gender diversity in the broadcast and media technology sector, is pleased to announce a new global training programme...
28/04/2026
Clear-Com has appointed Brian Grahn as Market Outreach Manager of the Americas and Ben Turnwell as Business Development Manager for EMEA live, expanding their ...
28/04/2026
LiveU is inviting MPTS visitors to step into the companys new Q Era on Stand D32, at The Grand Hall, Olympia, London (May 13-14). The company will showcase its ...
28/04/2026
IBC today announces the launch of the IBC2026 Innovation Awards, with nominations now open for projects, programmes and initiatives that exemplify breakthrough ...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
28/04/2026
Introducing Nx 3-Strip v2 - A Physics-Based Technicolor Reconstruction for DaVin...
28/04/2026
LinkedIn Top Companies 2026: Where Career Growth Is Happening Now Published on Apr 28, 2026 Categories: Data and insights
LinkedIn Corporate Communication...
28/04/2026
Editor's note: This post is part of Into the Omniverse, a series focused on how developers, 3D practitioners, and enterprises can transform their workflows ...
28/04/2026
AI agent systems today juggle separate models for vision, speech and language - ...
28/04/2026
RT News is pleased to announce the appointment of Sean Whelan as its new London Correspondent.
Sean has held the role of Washington Correspondent for the last...
28/04/2026
Joseph O'Connor, Eileen Walsh, Louise Duffy, Mick Lynch, Gormfhlaith N Thuairisg and Dermot Bannon take a personal look at life 100yrs ago in new TV docume...
27/04/2026
CES Power, a provider of infrastructure for live events, has announced the acquisition of three Ireland-based businesses: GH Energy Rental Ltd, Event Power, and...
27/04/2026
FuboTV Inc. has announced it is developing its Multiview feature for the Fubo streaming service on select LG TVs, including 2024, 2025, and newer 4K and 8K mode...
27/04/2026
Shade, a file management platform for creative teams, has announced a $14 million funding round led by Khosla Ventures, Construct Capital, and Bling Capital, br...
27/04/2026
The Audio Engineering Society (AES) will present the Immersive Audio Academy 12th Edition - Immersive Audio in All Flavors - on April 30, 2026, at 12:00 p.m. ...
27/04/2026
DAZN has announced DAZN48, a creator program for the FIFA World Cup 2026 that will recruit 48 creators - one representing each of the 48 qualified nations - to ...
27/04/2026
FloSports has announced exclusive streaming rights to four CrossFit competitions: Legends Del Mar: CrossFit Semi-Finals, Magic City Games, NorCal Classic, and t...
27/04/2026
Telestream has announced that Pulse, its software-defined test and measurement p...
27/04/2026
Shade has announced it is a Cloud Computing and Storage winner in the 2026 NAB Show Product of the Year Awards. Winners were selected by a panel of industry exp...
27/04/2026
Leading the NBA's video-ads platform, this Penn State grad is at the forefro...
27/04/2026
DAZN has expanded its international broadcast rights for the T100 Triathlon World Tour to include Africa. All races from the T100 calendar will be available for...
27/04/2026
NAB Show has announced the recipients of its 2026 Project of the Year and Product of the Year Awards at a ceremony at the Las Vegas Convention Center.
Each wi...
27/04/2026
DIRECTV has launched on Meta Quest headsets, becoming the first MVPD to offer live TV through the platform. The timing coincides with the stretch run of the MLB...
27/04/2026
TBL Team Boxing League has announced a broadcast agreement with MSG Networks to air all remaining Season 4 fights live across MSG's television and digital p...
27/04/2026
IP integration, interoperability, growth of intercommunications were key concerns for vendors and visitors alike
Attendees at the recently concluded 2026 NAB S...
27/04/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
27/04/2026
A pro-audio emphasis, spectrum changes, and on-field audio mark the new products and enhancements to existing offerings
Microphones remain the primary point of...
27/04/2026
The Sports Video Group team was all over the NAB Show floor out in Las Vegas las...
27/04/2026
N r Spotify grundades f r 20 r sedan dominerades musikmarknaden av illegal nedladdning. Sedan dess har streaming bidragit till att teruppr tta betalningsvilja...
27/04/2026
Time on Spotify should feel meaningful and intentional, not something that slips...
27/04/2026
New modular multi-effects plug-in revealed
The latest plug-in from Brainworx delivers a modular set of effects designed to offer a convenient alternative to...