
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.
North America Stories
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
PlayBox Neo appoints Besco as Channel Reseller to establish a firm foothold in Asia Pacific's thriving high-tech export-driven economic boom
PlayBox Neo, t...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
LTN, a global leader in IP-based video transport and network services, today announced that PBS has selected LTN as its IP video partner to modernize and future...
23/06/2026
LiveU will introduce its Q Era to Australia and New Zealand for the first time at ABE2026 on Stand No. 25, (July 30 31). Leading the showcase is the LU900Q, a n...
23/06/2026
Miri Technologies Inc. has begun shipping its highly anticipated V410 live 4K video encoder/decoder for streaming, IP-based production workflows and AV-over-IP ...
23/06/2026
DHD audio reports the completion of an upgrade to the audio production facilities at the Galilee headquarters of Radio Tzafon. The station broadcasts two progra...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
23/06/2026
Multifaceted Growth Executive Brings 20+ Years of Experience Leading Organizations Across Tech and M&E
Imagine Communications today announced the appointment ...
23/06/2026
Visual Productions Unveils RdmRelay2 Four-channel Relay Control at InfoComm 2026
Brie Clayton June 22, 2026
0 Comments
New Relay Solution Combines DMX, ...
23/06/2026
SMPTE Makes Its Standards Freely Accessible, Opening Standards Library to the Gl...
23/06/2026
News Highlights:
NVIDIA technology runs 81% of the TOP500 and 90% of the systems new to the list.
26 systems on the TOP500 adopted the NVIDIA Grace CPU, up ei...
23/06/2026
Companies are asking how to build specialized AI that fits with the way their workflows actually run.
The first wave of enterprise AI was about access. Compan...
23/06/2026
Newly identified molecule strengthens the eye's response to damage in retinal disease Scripps Research discovery finds that restoring the naturally occurrin...
22/06/2026
Behind The Mic provides a roundup of recent news regarding on-air talent, includ...
22/06/2026
Cosm has announced the appointment of David Ho as Chief Legal Officer, a newly created executive role reporting to President and CEO Jeb Terry. Ho will oversee ...
22/06/2026
Warner Bros. Discovery and Amazon Web Services (AWS) have announced the developm...
22/06/2026
Daktronics has completed an audio control system upgrade at Petco Park in San Di...
22/06/2026
Accelerate Media has named John Willi as President and announced the launch of the Accelerate Sports Network (ASN), a prep sports media and streaming platform c...
22/06/2026
All Women's Sports Network (AWSN) and 3XBA (3 3 Basketball Association) have announced live television coverage of the annual 3XBA tournament on Friday, Jun...
22/06/2026
OWL AI has announced the appointment of Jay Prasad as Chief Executive Officer and member of the Board of Directors. Prasad succeeds Josh Gwyther, who has served...
22/06/2026
CP Communications delivered RF video and audio support for TNT's Inside the NBA at the 2026 NBA Finals, providing main show coverage in San Antonio and ea...
22/06/2026
Polymarket has announced a partnership with GRID, an official esports data platf...
22/06/2026
As sports venues continue to evolve into more video-centric, fan-engagement-driv...
22/06/2026
As the regional sports production scene shifts toward streaming, this Texan helps lead the engineering behind Victory+'s growing live platform...
22/06/2026
By Kristin Feeley, Director, Documentary Film & Artist Programs
the memories of your elders [are] a scaffolding for you to build your identity on - and t...
22/06/2026
Expanded integrations give advertisers access to distinct contextual signals acr...
22/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/06/2026
Share
Copy link
Facebook
X
Linkedin
Bluesky
Email...
22/06/2026
Xilica today announced the release of Dynamic Voice Lift, a new feature in Xilica Designer v4.12 that brings adaptive speech reinforcement to large meeting spac...
22/06/2026
Telecom operators have seen remarkable returns from using generative AI to automate network management, customer care and back-office operations. Most of that i...
22/06/2026
The next era of AI will not be defined by compute alone. Its growth will be dete...
22/06/2026
Mission, Vision and Veritas - new Los Alamos National Laboratory (LANL) supercom...
22/06/2026
At the ISC conference running in Hamburg this week, NVIDIA is introducing new so...
22/06/2026
For the past two years, the U.S. National Science Foundation's National Arti...
22/06/2026
JUPITER, Europe's first exascale supercomputer at Germany's Forschungszentrum J lich, runs on NVIDIA Grace Hopper Superchips and NVIDIA Quantum-X800 Inf...
21/06/2026
To call the 2026 FIFA World Cup a big undertaking would be a big understatement....
21/06/2026
Hot tubs sit at about 38 to 40 degrees Celsius, warm enough that most people can only soak for about 15 minutes. NVIDIA's newest AI servers can run their co...
20/06/2026
What exactly is Apogee Control V3?
Control V3 is a new mixer application that controls Apogee interfaces. The new hit feature is that V3 finally allows for...
19/06/2026
Split compound eases operational challenges at Shinnecock Hills Golf Club...
19/06/2026
North Carolina, Oklahoma meet in the best-of-three Finals as ESPN leans into spe...
19/06/2026
Data from May shows seasonal outdoor trends triggers lower viewing
Warsaw, Pola...
19/06/2026
Buttons is best control system in the rAVe Best of Infocomm Awards 2026...
19/06/2026
Mavis Studio Makes iPad Production More Powerful
Brie Clayton June 19, 2026
0 Comments
InfoComm update brings new NDI Preview, PTZ control, USB audio ...
19/06/2026
Immersive Studio Metaverse Stage Tackles Post with Blackmagic Design
Brie Clayton June 19, 2026
0 Comments
New narrative projects rely on DaVinci Reso...
19/06/2026
How to Run the Original 1993 After Effects
Graham Quince June 19, 2026
0 Comments
How to the original After Effects v1 in an emulator, and you don'...