About

Actual Fiction is an independent practice that helps organizations find direction in AI, then build on it.

Most teams know AI matters. Fewer know what it means for how they work, what they make, and where their advantage actually lives. Actual Fiction works from the layer where direction is set: what to build, what to change, why, and then make it real.

The practice is founded and led by Qinqin (Stella) Yang. Before Actual Fiction, Stella spent a decade working across strategy, speculative design, and creative production in the US, China, Japan, and Europe — for organizations navigating territory where no playbook existed yet.

Her prior work includes leading the creative direction for Tencent's Technology Museum (a 200M CNY initiative), shaping brand and experience strategy for the Palace Museum's digital programs, and directing projects with Burberry and IKEA's SPACE10 research lab. Each engagement sat at the same intersection: a real organization, a shifting landscape, and the need for someone who could see where things were heading and give that vision a tangible form.

Stella's background is deliberately cross-disciplinary — engineering (UCLA), architecture, design technology (Parsons MFA) — because the problems worth working on rarely sit inside a single field.

How this practice came to be

When I was a child, my mother worked in intellectual property. Every evening she would tell me about inventions she was reviewing — appliances, medical devices, things I could not even name. I only half understood, but something stayed: somewhere, people were seriously thinking about things that did not yet exist.

She also gave me a rule. Three questions a day earned one small prize. The questions could be about anything. I struggled at first. Then it became natural — noticing problems, following clues, connecting things that seemed unrelated. Eventually it became part of how I think.

I studied engineering, then moved through industrial design, architecture, and interactive media. What looked like restlessness was a search for a language wide enough to take speculative thinking seriously. I found it in the summer before Parsons, reading Speculative Everything by Dunne and Raby — the recognition that imagining what does not yet exist is not an escape from reality but a way of intervening in it.

Over the next decade I worked with brands, institutions, and creative teams. The formats changed constantly; the underlying work stayed the same: turning ambiguity into direction, and direction into something others could act on. At some point I realized the ways of working I took for granted held real value for others — how to find clarity when no precedent exists, how to make judgment calls in new territory.

Then AI changed the landscape. Execution got faster, but the deeper layers — how judgment forms, how direction gets set, where a team's sense of possibility comes from — remained untouched. More tools than ever, but no one feeling more oriented.

Actual Fiction was built in that gap. Actual: real, grounded, possible to practice. Fiction: not yet existing, still being imagined. The work lives where these two meet.

Actual Fiction is founded and led by Qinqin (Stella) Yang, with Haodong (Koto) Zhang as Art Director leading creative production.

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