01 / EQUATION
Y = f(X) + ε
X is what people bring. f(X) is the system's attempt to organize it. ε is what will not stay put.
02 / INPUT
X / TRACES
People bring messages, voices, drawings, gestures, movements, hopes, fears, and short videos. These traces are X: the raw material.
03 / MAP
f(X) / THE MAP
The proposed system embeds, clusters, and maps the traces. f(X) is its attempt to make them legible and manageable.
04 / REMAINDER
ε / WHAT RESISTS
Mistranslations, contradictions, silence, strange gestures, and unclear signals resist the map. Most AI systems reduce ε. Here, we perform it.
05 / PERFORMANCE
THE REMAINDER BURNS
A performer works inside or around the fabric totem, changing ε into light, particles, sound, glitch, and symbolic fire.
01 / WHAT TO SEND
LEAVE A TRACE
Send a question, hope, fear, or imagination about technology. The text form is live; voice and video are interface studies and do not upload media.
02 / WHAT HAPPENS
TRACE → MAP → ε
Your trace joins the work's input. The proposed pipeline maps it; what resists that map becomes material for performance.
03 / CONSENT
BEFORE TRANSMISSION
My words may be performed, projected, and burned.
SUBMISSIONS WAIT FOR MODERATION BEFORE PUBLICATION04 / RECEIVED
ARTIST RESPONSES
THE LINE IS DOWN — SHOWING THE ARCHIVE REEL.
05 / SEND
YOUR OFFERING
00:00:00 AUDIO STUDY
READY — NO AUDIO IS UPLOADED.
00:00:00 VIDEO STUDY
READY — NO CAMERA IS ACCESSED.
YOUR MESSAGE IS IN THE QUEUE.
It is pending moderation.
01 / STUDY
SCOPE SWEEP
A scanning line reveals and erases a layered waveform.
CONCEPT STUDY — NO PUBLIC ROUTE02 / STUDY
MAGNET BREATHE
A breathing magnetic pole bends thirty horizontal field lines.
CONCEPT STUDY — NO PUBLIC ROUTE03 / STUDY
LISSAJOUS MORPH
Two frequencies drift, folding one trace through changing loops.
CONCEPT STUDY — NO PUBLIC ROUTE04 / STUDY
NOISE TO ORDER
Random marks converge into a stable carrier, then break apart.
CONCEPT STUDY — NO PUBLIC ROUTE05 / STUDY
GRID PULSE
A timed pulse compresses a grid and releases it to alignment.
CONCEPT STUDY — NO PUBLIC ROUTE06 / STUDY
RGB DRIFT
Red, green, and blue copies separate around one moving form.
OPEN EXPERIMENT INDEX01 / STATUS
PROPOSED PIPELINE
This channel documents the research direction. The full model, sensor, and performance pipeline is not presented as live.
02 / TRACES
AUDIENCE INPUT
Messages, voices, drawings, gestures, movements, hopes, fears, and short videos enter as traces.
03 / ORGANIZE
EMBED + CLUSTER
The proposed system embeds and clusters the traces, grouping patterns without treating the groups as a final truth.
04 / PROJECT
t-SNE OR UMAP
A non-linear t-SNE or UMAP projection would make the clusters visible as f(X): a legible prediction layer.
05 / PERFORM
REMAINDER → FIRE
The remainder, ε, passes to performer interaction: gesture-mediated light, particles, sound, glitch, and symbolic fire.
2026-07-07 / EXPERIMENT
FABRIC
An interactive fabric study entered the committed experiment feed.
OPEN EXPERIMENT2026-07-23 / BROADCAST
DIRECTION 5
The five-channel station wall entered the committed experiment feed.
OPEN EXPERIMENT INDEX