Yoshiko Prema Swan on AI, Kotodama and CODEX XENOBIOLOGICA
A visionary artist from northern Japan on why the word that shapes an image matters more than the machine that renders it.
TL;DR — Yoshiko Prema Swan builds imagined lifeforms with AI, but locates authorship somewhere the tool cannot reach: in the consciousness making the choices. Her ongoing project, CODEX XENOBIOLOGICA™, imagines 100 extraterrestrial species as a single archive. Her argument about AI art is not defensive — it is a claim about where meaning actually comes from.
Most conversations about AI-assisted art get stuck at the same place: did the person make it, or did the machine? Yoshiko Prema Swan answers a different question, and the substitution is what makes her interesting.
A visionary artist based in northern Japan and a descendant of the Ainu, she works with AI alongside her own digital art, photography, and visual experimentation. Her ongoing project, CODEX XENOBIOLOGICA™, imagines 100 entirely original extraterrestrial lifeforms — organisms built from light, minerals, crystalline structures, magnetic fields, and botanical architectures. She has also taught more than 500 students through her Sacred Medicine AI Art Workshops.
We asked her about the journey behind the work, how she actually makes an image, and what she thinks will still matter about digital art in twenty years.
A pilgrimage that began at Mount Fuji
Yoshiko grew up in Aomori, in northern Japan, surrounded by Jomon culture, powerful nature, and festivals in which, as she puts it, the visible and invisible worlds have always existed side by side. Shambhala Light Visionary Art was never designed as a concept or a brand. “It gradually emerged as a way to give form to realities I had always sensed beyond ordinary perception.”
In 2009 she left Japan. The journey began with a ceremony with Mayan elders at Mount Fuji, and continued as a pilgrimage through sacred places across the United States, Hawaii, India, and Nepal — carrying 88 crystals.
I often felt like a traveler who had awakened inside a dream, moving from one sacred site to another with the crystals as companions.
What changed was not her subject matter but her model of reality. She began to feel that the visible world was one layer of a much larger field of consciousness, and that dreams, intuition, synchronicity, and inner vision were also ways of perceiving. Art became the method for bringing those layers into visible form.
She describes her works as living talismans and transmissions — language that could easily float free of anything concrete. She grounds it:
Perhaps what we call a ‘transmission’ is simply that moment when an image touches a place inside us that existed before language.
Kotodama: the prompt as a form of spirit
Ask how a work is made and the answer usually starts with software. Hers starts before it. She becomes quiet, enters a meditative state, and lets images, colours, forms, or landscapes surface. Often she begins with only a fragment — a particular form, an atmosphere, a sensation.
Only then does the technology enter, and it enters through language. Here she reaches for an idea older than any of the tools involved: Kotodama, the Japanese belief that words themselves carry spirit and power.
In a way, I see prompts as a contemporary form of Kotodama. They are not simply technical instructions for a machine. The words we choose, and the consciousness and intention we place within them, can influence what emerges through AI.
What follows is not generation but editing: selecting, rejecting, reconstructing, layering, refining. The work is done when it matches what she saw.
The process ends when I look at the work and feel, ‘Yes. This is what I saw.’
She is direct about the most common misreading of AI art — that it is a few words and a button.
AI can generate an image, but it cannot live your life. It cannot carry your memories, walk your path, or see the universe through your eyes.
There is also a piece of wordplay she finds more than coincidental: in Japanese, AI sounds like 愛 — love. Her point is not sentimental. Technology, she argues, is a mirror; whether we approach it with fear, control, curiosity, or love reflects the consciousness we bring to it.
Authorship belongs to whoever lived the vision
The authorship debate is where most artists working with AI become defensive. Yoshiko simply relocates the question.
Authorship is not simply about who created every pixel. It is about who lived the vision, through whose memories it was perceived, and who gave it meaning and direction.
Artists have always worked through tools, materials, and influences, she points out. AI expands what is possible, but the essential questions are unchanged: who is seeing, who is choosing, who is giving meaning to what emerges. Two people using the same model will not produce the same world, because the memories behind their choices differ.
It is a claim with a practical edge. If authorship lives in accumulated experience rather than in execution, then the part of the work that cannot be copied is the part that took a lifetime to acquire.
CODEX XENOBIOLOGICA: excavating an archive
CODEX began with a question: what might life look like if we removed everything we assume about life on Earth?
Rather than designing aliens, Yoshiko starts with the world an organism inhabits — what it perceives, how it interacts with its environment, how it communicates. Anatomy, texture, colour, and sensory organs follow from that. Within one organism she may combine structures drawn from plants, fungi, marine life, minerals, atmospheric phenomena, geometry, or architecture.
The project changed character as it grew.
It began to feel less like I was ‘designing’ these beings and more like I was excavating an undiscovered archive of life from somewhere in the universe.
All 100 species are radically different, held together by a single constraint: they must never read as decorative characters or conventional aliens.
They must feel as if they could genuinely be alive somewhere.
Science, mythology, spiritual experience, and imagination are not kept separate in the CODEX. She is explicit that she is not a scientist and does not treat the project as research, but the structures of life and evolution feed the imagination, and merge there with ancient mythology, Indigenous worldviews, and visions from dreams and meditation. One question recurs:
Are the beings that ancient people called ‘gods’ or ‘spirits’ truly so different from what we might one day call ‘unknown life forms’ or ‘other forms of intelligence’?
The CODEX does not answer it. It holds the question open.
Each species exists as a unique 1/1 work, with 100 Genesis Collectors envisioned — one collector per species. She frames a collector not as an owner but as one of the first witnesses to the world, carrying a fragment of it forward. Her ambitions for the project run past images: books, exhibitions, education, XR and immersive environments, film, and collaborations with musicians and other artists.
What will still matter in twenty years
On the future of collecting, Yoshiko declines the framing she is most often handed. Whether a work was made with AI, paint, or a camera is not, to her, the important distinction.
From cave paintings onward, she argues, people have found ways to make the dreams, prayers, fears, and mysteries of their era visible. AI is another medium inside that history. What will survive is what touches consciousness deeply enough to outlast its own moment — and digital work, she suggests, may serve future generations as a record of what humanity was seeing and imagining now.
This is also where her interest in presentation comes from. High-resolution and immersive viewing are not, for her, about displaying art more beautifully.
I want the artwork to become more than something we look at. I want it to become a doorway.
Staying at the centre of your own consciousness
Yoshiko’s audience spans more than 40 countries, and her answer about how that happened contains no strategy at all.
For me, social media is not simply a place to build an audience. It can become a space where souls meet through vision.
The challenge she names is not reach but attention — remaining at the centre of her own consciousness in a space where information, reactions, and opinions flow constantly toward her. When she notices her awareness pulled into the noise, she returns to two questions: Who am I, and where am I right now?
Her advice to artists building a digital presence follows from that, and it cuts against most advice on the subject. Rather than tracking what is trending, she listens for what is asking to emerge. Preserving an artistic identity, in her account, is not about making the self louder — it is close to the opposite.
A doorway, not a conclusion
Asked what she wants readers to take away, Yoshiko is careful not to ask for belief in anything.
I simply hope that, for a moment, the boundaries of ordinary reality might dissolve, and they might feel: ‘Perhaps there are universes within me that I have not yet traveled.’
She intends to continue as an artist and, as she puts it, an explorer excavating the unknown — using art to open doorways into worlds that do not yet have names.
You can enter Yoshiko Prema Swan’s evolving archive of imagined lifeforms on the official CODEX XENOBIOLOGICA™ project page, and explore her wider body of work in full quality on her Digital Original site.
Artists who want their work seen at full quality — and understood on their own terms — can explore how other artists present their work, or start building a professional website around their practice.
