When do options narrow?
Could a sequence of movement and spatial constraints show narrowing before a missed action?
Embodied AI · movement · viable futures
What can still
happen next?
Movement tracking records where a body went. Phenotropic Isotopicity asks how body, environment, and history shape the actions that remain possible next.
An XR research program opening questions for sport, embodied AI, and movement under pressure.
From embodied interaction to an inspectable record
A body moves.
Its options change.
A pass can fail before the ball leaves the hand.
Spacing, defensive pressure, available support, and the history of play may already have narrowed what can happen next. The research question is when those possibilities change—and whether recovery remains available.
The existing IEM research uses an instrumented XR environment to connect embodied interaction, an evolving field, event records, and temporal views. Environmental Working Memory lets interaction history reshape future responsiveness.
For an AI or movement researcher, the proposed shift is to study trajectories together with their changing constraints and recoverable alternatives, alongside the action that was actually taken.
What reopens play?
Which changes in timing, spacing, support, or coordination allow continuation?
Whose options change?
How does one person’s movement preserve or restrict what becomes possible for another?
Research context: developed through exploratory XR research and practitioner sessions, with sport and movement under pressure as directions for future study.
01 / try the artistic field
Move through
the possibility space.
Press and move with the faint currents. Return to a familiar region. Your movement changes the field; alignment brings connections into view.
Touch or click and drag. Keyboard: focus the field and use arrow keys. Scroll beside the field to continue.
What does the field remember?
This artwork adapts its local directions to movement during your encounter. Influence accumulates; moving along the field’s current direction reveals connections. Visible traces fade faster than the underlying memory.
These indicators describe your encounter with the artwork: how movement accumulates, aligns with the field, and brings connections into view. This interactive sketch explores selected ideas from the research without reproducing its full mathematical theory or IEM computational model.
Reset or reload to begin a fresh encounter. With reduced motion enabled, choose Resume field to start.
FIELD / IN FORMATIONtrace · relation · continuation
02 / field work
Experience
the argument.
Move in relation.
The present encounter meets a field already in motion.
Follow what appears.
What becomes visible can recede while its history remains.
Think across scales.
Body, environment, history, and constraint belong in the account.
Inspect the record.
Read the research through situated captures, figures, and their limits.
03 / phenotropic isotopicity
What space
can do with you.
Movement alone is not creativity. What matters is what can still happen next.
Phenotropic Isotopicity is a formal theory of kinaesthetic creativity developed through mathematics, design, and embodied practice. Its central object is the Topology of Futures: how possibilities remain reachable, become constrained, and can be reopened through transformation.
The Viable Middle holds a tension: enough structure for relations to persist, enough freedom for them to become otherwise.
- Viability topology
- The changing structure of viable continuation: which futures remain connected and reachable.
- Environmental Working Memory
- A field-based memory mechanism through which interaction history reshapes the present field and future affordances.
- Isotopicity Entropy Machine
- The IEM is an XR computational witness for investigating continuation, collapse, recovery, and structural re-seeding through embodied interaction.
Beneath the visible field
A conceptual view of the IEM’s underlying structures—from particle fields and harmonic boundaries to geometric scaffolds and latent connections.
On a phone, swipe sideways to explore the five structures. Tap to see the full image.
“A creative system can move beautifully and still be running out of futures.”
04 / selected research
Let the work
show its traces.
Movement traces show what happened. Instrumentation records how the field changed. These selected records come from different stages of the research; together they show the developing approach, rather than a single synchronized experiment.
Tap a capture or dashboard panel to enlarge it ↗
Recorded session / IEM dashboard
Read the field
through time.
Selected panels from session JUN07-2026-06-08-ON-162406: 359 events and 63 field-snapshot steps. The values shown are session means; each trace preserves the variation across recorded steps.
05 / the dissertation
(in)-animate[d]-space(s)
Phenotropic Isotopicity:
A Topology of Kinaesthetically Creative Futures
This practice-based inquiry brings mathematics, design, and embodied practice into conversation through movement, haptics, AI-mediated interaction, and extended reality.
It asks how meaningful relations can persist, deform, collapse, and re-seed as systems transform through time—and how design can give curiosity, play, and new futures room to continue becoming.
The public site presents selected research materials and an artistic encounter. The private IEM implementation, runtime, and applied calculations are not included.
Return to the field ↑The research continues / planned over the coming weeks
Today, an encounter.
Next, the deeper record.
This page is the public doorway to the dissertation companion. The next stage is planned over roughly the next month, with materials released as they become ready for public sharing.
The complete argument.
A public dissertation link and chapter guide when available, connecting formal theory with embodied practice.
Explore the witness.
Selected annotated session captures, movement views, and fuller accounts of methods and limitations.
Follow the work.
Publication links and citation details as papers and public versions become available.
A stable research record.
A dated dissertation-associated edition, distinguished from later experiments and website updates.
Keep the work in view.
Interested in embodied AI, human movement, or viable futures? Save this project and return as the dissertation companion and publications become available.
Save this project ↓
Keep a project card with the website address, or share it with someone interested in the work.
isotopicity.com · Research and publication updates
You can also touch and hold the card to use your browser’s image-saving options.
Return to Isotopicity.com for the dissertation companion and publication updates.