
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 ...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
Scalable broadcast-grade production over public internet, replacing traditional OB workflows...
30/04/2026
Live demonstrations highlight LCEVC ecosystem momentum, AI-powered video pipelines, and expansion across broadcast, streaming, and social media.
DTV (TV 3.0) ...
30/04/2026
Student Spotlight: Matthew Leon The dual major shares his path from community college to Berklee, and how his heritage influences his work.
April 29, 2026
B...
30/04/2026
Berklee Artists to Perform at Major Global Music Festivals As part of the Berklee Popular Music Institute, students will perform at Lollapalooza, Governors Ba...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
30/04/2026
A flexible monitoring platform designed to simplify ST 2110 operations, consolidate vendor tools, and support modern live production environments. See it at NAB...
30/04/2026
Sundance-premiering Run Amok is an expressive, unconventional take on today's teen experience, replete with musical numbers. When cinematographer Shachar ...
30/04/2026
JACKSONVILLE, AL, APRIL 29, 2026 Jacksonville State University, known as Jax State and a proud NCAA Division I member of Conference USA, has transformed its a...
30/04/2026
Transforming viewer and content data into real-time intelligence to deliver relevant streaming experiences at scale
ThinkAnalytics, the global leader in AI-pow...
30/04/2026
Sports Production, Delivery is Big Biz at NAB
Andy Marken April 29, 2026
0 Comments
Hero image source: NAB
One of the neat things about trade shows i...
30/04/2026
Rian na Fola airs on RT One and RT Player on Monday May 4
Rian na Fola is a o...
30/04/2026
It's gonna be May - and the cloud's in full festival mode.
16 games ar...
30/04/2026
Scripps Research ranks third in 2026 Cure Innovation Index
April 29, 2026
LA JOLLA, CA Scripps Research ranked third in the inaugural 2026 Cure Innovation In...
29/04/2026
It was a delicate job in a 150-year-old venue laden with traditions. Begun at th...
29/04/2026
In annual event, the league gives startup companies the opportunity to prove the...
29/04/2026
Panel discussions, networking, and a facility tour will take place in the renova...
29/04/2026
(L-R) Derek Drescher, Coss Marte, and Syretta Wright have each other's backs. (Micheal Hurcomb/Shutterstock for Sundance Film Festival)
By Veronika Lee Cla...
29/04/2026
Combines EQ and harmonic distortion
Techivation's latest release is a simple EQ designed to offer quick control over a source's overall tonal balanc...
29/04/2026
Two new MPE controllers announced
Expressive E caused quite a stir when they released the Osmose, making the sort of expression that was once reserved for p...
29/04/2026
New modules & enhanced machine-learning
The latest version of iZotope's flagship restoration suite is now available, and now offers over 50 tools design...
29/04/2026
Surgeon Dr Jasmina Kevric wins 2026 Les Murray Award
29 April, 2026
Media releases
Australia for UNHCR and SBS are proud to announce that Dr Jasmina Kevric...
29/04/2026
Some people stumble into their passion. Julissa Padilla walked straight into a film vault. For her, entertainment was never just about the movies themselves. It...
29/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/04/2026
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 ...
29/04/2026
nxtedition is bringing its range of consolidated production tools to MPTS 2026, with new developments spanning transcription, editing, graphics and AI-assisted ...
29/04/2026
Quortex Switch to boost the streaming experience for Telxius customers, reaching millions of viewers worldwide
Synamedia and Telxius, the leading global connec...
29/04/2026
freispace, the leading ERP-as-a-Service platform for media and entertainment production, and Projective, a leading provider of post-production collaboration tec...
29/04/2026
DHD reports strong interest in its broadcast audio product range, exhibited at the April 19th-22nd NAB Show in Las Vegas. The event attracted a claimed 58,000 a...
29/04/2026
Student Spotlight: Alan Catz The Argentine film and game composer talks about working on League of Legends, receiving Berklee's BMI Award, and the lifelon...
29/04/2026
Jay Jennings Builds the Worlds You Hear on Screen The supervising sound designer behind A Minecraft Movie, The Meg, Letters from Iwo Jima, and dozens of other...
29/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/04/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
29/04/2026
Voting opens at 4pm today
RT 's Today show have announced the eight finalists for their TV Home Cook competition. Amateur cooks from Cork, Dublin, Galway ...
29/04/2026
29 Apr 2026
VEON and Kyivstar Fulfill Commitment to Invest USD 1 Billion in Ukr...
29/04/2026
Rhod Gilbert, Harriet Kemsley, Kae Kurd, Sara Pascoe and Vicki Pattison to take part in brand new series on free streaming service U
London, 29th April 2026: F...
29/04/2026
Wednesday 29 April 2026
Katie Price: Nothing to Hide, a Sky Original documentar...