Combining AI with TouchDesigner opens the door to extraordinary new creative possibilities. Let’s explore some remarkable artworks and installations that bring together artificial intelligence and TouchDesigner.
We are living in an era of digital transformation, where agents, models, and datasets have become central to how we work, create, and even live. There is no question that AI is reshaping these fundamental aspects of our lives. With all the opportunities and concerns that come with it.
Artificial intelligence is expanding the creative horizon for artists, offering new tools and systems for exploration that were simply unimaginable until recently. And TouchDesigner, our beloved Swiss army knife for digital creativity, sits right at the heart of this evolution.
So, what happens when AI meets TouchDesigner? Let’s find out.
Artificial Mind
Artificial Mind is a studio founded in 2015 by Cecilie Waagner Falkenstrøm, specializing in the design and development of AI systems for artistic practice. Their projects feature high-end technological stacks combining machine learning, computer vision, and inference systems, with TouchDesigner as one of their core tools. I selected a couple of projects that particularly struck me.
Sky is an ongoing project launched in 2025 that invites visitors into an open conversation about climate change. The system features a service-oriented architecture built around an API gateway that routes each incoming message through a prioritised chain of language sources. The Climate Technology Centre and Network database and Wikipedia serve as information query layers, providing reliable answers to visitors’ questions. Responses are then brought to life through a text-to-speech engine.
Agora is a project built around AI agents housed within totems. Each agent embodies the perspective of a future generation. Visitors approach a totem, speak freely and the agents respond, remember, and carry the conversation forward across multiple visits. TouchDesigner acts as the central nervous system, with each of the five agents existing as a self-contained actor within the patch. A custom-built state machine manages each actor’s lifecycle.
AI with TouchDesigner: 404.zero
404.zero is the moniker of Kristina Karpysheva and Alexander Letsius, immersive audiovisual artists who since 2016 have been merging light, sound, visuals, and space in their work. Over the years, they have increasingly incorporated AI technologies and strategies into their practice, giving life to truly fascinating projects. They rely on TouchDesigner and AI across both their audiovisual installations and live sets, and their Instagram page is full of wonderful examples.
On a more technical note, they recently launched TWOZERO, a TouchDesigner component that prompts and builds networks directly inside TouchDesigner. It leverages an AI agent to let users describe their intent in natural language, generating node networks, creating textures, and setting parameters on the fly. I have not personally tried it yet, but I will surely have a look.
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Weidi Zhang
Weidi Zhang is a new media artist, designer, and professor working at the intersection of immersive media design, data visualization, and artificial intelligence. Her focus lies on the speculative assemblage of artificial memories and language. Her work draws on TouchDesigner as one of its core tools, alongside complex AI systems. I was particularly drawn to two of her projects.
Recollection is a custom AI application that combines multiple techniques – such as speech recognition, text auto-completion and text-to-image generation – to convert language input into image sequences of artificial memories. It supports over 89 languages and is described on her website as “an assemblage of intimate human-machine artifacts, emphasizing contributions from three distinct sides: artists, machines, and participants.”
The installation features a microphone into which users can whisper fragmented memories. The AI system automatically fills in the gaps of the spoken words, completing them into a fuller narrative that is then sent to Stable Diffusion to generate synthetic images representing those memories.
A Walled City is an interactive AI installation that transforms personal and collective visual memories into a decentralized, ever-evolving virtual city. Drawing on historical data from the Kowloon Walled City – part of present-day Hong Kong – the project employs a multi-agent AI system to turn participant-uploaded images into architectural chambers, forming a living structure where data, memory, and historical urban logic converge.
Uisato
Julián Santoro, aka uisato, is a creative technologist and audiovisual designer who blends analog and digital worlds in his work. He has a distinctively personal approach to crafting installations and projects, making strong use of TouchDesigner alongside advanced AI techniques and tools. His Instagram channel is a constant source of wonderful ideas.
One compelling example is his real-time EEG analysis-driven guided meditation system, an AI pipeline built inside TouchDesigner that leverages Gemini to automatically interpret brain signals and generate seamless cues for the meditating user, through a combination of video, voice, light, and text.
Beyond TouchDesigner, uisato recently launched Uisato Studio, an audiovisual orchestration ecosystem designed for guided AI filmmaking workflows and custom creative tools. The system steers the creative process through structured workflows and a layer of agentic AI assistance, encoding audiovisual expertise, model-specific knowledge, prompt curation, and structured iteration. Definitely worth exploring.
Wrap Up
There is no doubt that artificial intelligence is revolutionizing the world of digital and new media art. Rather than serving merely as an assistant to speed up processes, AI is fundamentally changing the way we approach artmaking. By combining the flexibility and creative depth of TouchDesigner with the power of artificial intelligence, a new era of artistic possibility is already unfolding. As always, the sky is the limit.