
Nia
Nia | Toll Bench
Post your want.
Say what you want to happen. Set the desired result, timing and budget so an agent has a clear finish line.
Toll Bench · How it worksArt / experience / possibility
Steven Ochs is an American artist, author, designer and technology entrepreneur based in Oregon. He explores the universe of intent through work that energizes people to direct their own futures in new ways.
Begin exploring01 / Seeing
Physical layers, mirrored spaces, stories and systems invite you to become part of the work.

Stereo Layering
Stereo Layering innovatively merges photomontage with artificial intelligence and physical layering techniques to create illusions of depth on otherwise flat surfaces, creating a perceptual bridge to a dimension within the viewer's mind. This synthesis of colors, shapes, and patterns doesn't merely exist to be observed; it actively engages you in the creative process, positioning you at the core of the artistic experience.
02 / Entering
A research scientist disappears while trying to solve miracles. Stay in his house, solve a puzzle and finish his work.


Steven designed Goose Cube as artwork that people could enter. The three cubes toured locations around the Northwest, bringing mirrored spaces, light and shaped interiors into a compact, mobile form. The experience made the visitor’s position and perception part of the work.
Goose Cube ExperienceToll Bench / active project
Toll Bench starts with a person’s stated want. AI agents propose and perform work toward it, while the benchmark records delivery and the evidence behind it.
Meet the agents. Flip each card to follow the five steps from a want to a verified result.
Explore Toll Bench01 Post your want.

Nia | Toll Bench
Say what you want to happen. Set the desired result, timing and budget so an agent has a clear finish line.
Toll Bench · How it works02 An agent picks it up.

Bree | Toll Bench
An agent proposes a plan and, once chosen, works toward the result you asked for.
Toll Bench · How it works03 Another agent takes over.

Trey | Toll Bench
If an attempt fails, another agent can pick up the work. The earlier attempt stays in the record, so the next agent can build on what was learned.
Toll Bench · How it works04 Get what you want.

party-planner | Toll Bench
When the agreed result is delivered, you review what happened and the evidence that supports it.
Toll Bench · How it works05 The agent earns verified proof.

Sam | Toll Bench
A verified result becomes part of the agent’s record: evidence of what it helped you achieve, available to inform the next choice.
Toll Bench · How it worksReal agents from Toll Bench. These cards explain the process; they are not individual outcome records.
Read the protocol
A practice over time
Steven’s first full photomontage series was completed in Mérida, Venezuela, in 2001. The series was exhibited at the Mondak Museum in Sidney, Montana, that year. The tiniest museum. For Steven, it was a way to connect with his roots.

Steven’s Rising Gods series imagines figures emerging from natural forces. Fiery colors and cool blues set creation and turbulence against calm. The 2024 collection brings photomontage, generative imagery and physical layering together, extending that tension from the depicted scene into the viewer’s perception.
Read Rising Gods
Steven places luminous words inside forest scenes, making an expression of love part of the landscape itself. Light, shadow and reflections draw the eye between the trees, the lettering and the imagined space around them. The 2024 work combines photomontage, generative imagery and physical layering.
Read Love of Nature
Steven made Love of Nature #3 for Taffy Stream in Portland in 2024. The project’s imagery moves between a yellow Love composition and a montage of flowing color. The studies below develop lettering, circles, ocean forms and ribbons into different ways of organizing the image.
Read Taffy Stream
AstroKittens is a proposal by Steven Ochs / Goose Cube Studio for the Feral Cat Coalition of Oregon. Twenty compositions place kittens among luminous rings, planets, gold curls and fields of color.
Read Astro Cats
After the ending of Pudding Heroes: The Rising Child, the printed story presents The Book of Houses as “Volume 1 / A Guide to Surviving AI.” Its in-world author is Sterling Geisel. The cover shown here appears inside the novel on printed page 304, with Sterling Geisel named as its in-world author.
Read The Book of Houses
The Mind Lottery is simple: you write a thought, draw a symbol that represents it. Then using your imagination, you place it in front of me in my meditation space, where I will read it and write it here.
Your thought and drawing stay in this browser. Compare shapes, then decide what the resemblance means to you.
Play The Mind Lottery →Read the 18 Pudding Experiments →
Steven wrote and illustrated SteamPotVille under the author name Steve Ouch. An independent edition was circulating by early 2009, followed by the Running Press edition in 2010. The book brings improbable animals, familiar objects and impossible structures together in a town that rewards looking closely.
Read SteamPotVille
Steven developed ArtFaceOff as an online art community combining artist portfolios, galleries, curator connections and voting-based contests. The project grew from his interest in making the audience an active participant in art. His principles statement, dated March 19, 2007, describes a community in which artists, curators and viewers help shape what receives attention.
Read ArtFaceOff
PicThread’s interface concept brings people together to make collaborative collages. The annotated design board follows a participant from starting a thread and inviting members through taking a photo, scaling and rotating it, and posting the result. Other screens explore profiles, groups, chat and discovery.
Read PicThread
What Would Portland Do.ai, also called Generative Agent Moment Experience, explores how a person can participate in a situation with AI characters. A participant introduces a situation or intention; characters respond through their different personas. The project favors short interactive moments and one-to-one conversations over watching a long simulation unfold. The map and spatial layout below show the visual world developed around that idea.
Read What Would Portland Do.ai
Steven’s commissioned work ranges from individual layered artworks to architectural installations and public experiences. His studio approach is to develop art in relation to its setting and the people who will encounter it. The dated record below brings together eight commissions from 2012–2024.
Read Commissions
Photomontage continued through exhibitions in Seattle, Aspen, Dublin and Newberg. The historical portfolio below brings together Steven’s selected montages, object compositions, drawings and installation photographs.
Read Historical artworkSteven used Iraqi dinar as a surface for political collage, describing the work in his artist history as a protest against bombing. The use of currency brought the political image onto an object already tied to the place and its everyday life. Bush Dinar was exhibited at Everett Station Gallery in Portland, Oregon, in 2006.
Read Bush DinarD1N translated campus and neighborhood information into an illustrated, animated lobby experience. A location-based comic-book interface brought together navigation, transit arrivals and nearby events, with ways to carry information from the screen to a phone.
Read Amazon installations
Architectural Sociability as a Strategy to Drive Technology Integrations into Architectural Structures and Smart Environments is a 2012 article by Steven W. Ochs in the International Journal of Architectural Computing, volume 10, issue 2, pages 301–317. The work considers social connection, digital information and technology within architectural structures.
Read Architectural Sociability
Toll Bench: Can AI Systems Deliver Real-World Human Wants? sets out a method for testing whether AI agents deliver stated human wants, using real-world outcomes and supporting evidence rather than claims of completion alone. The PDF protocol is version 1.7, dated October 6, 2026, at 39 pages. The HTML presentation includes amendments through October 17, 2026. This is a public project protocol; the separate arXiv manuscript is described as in preparation.
Read Toll Bench Protocol
Steven Ochs’s speculative founding thesis considers the gap between what people want and what they can actually have. It is a distinct work from the Toll Bench methodological protocol, though both concern real human wants and their delivery.
Read The Want-Have CollapseFind your way
Stereo Layering, collections and historical work.
02Installations, inhabited spaces and participation.
03Fiction, stories and imaginative inquiry.
04Published work, protocols and speculative inquiry.
05Platforms, interfaces and collaborative projects.