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Studio notes / Stage 3

Process.

Two fundamentally different approaches — deliberate mathematical composition or intuitive discovery via the 128-key cashier panel.

A working study

Your image and decisions continue through these four pages.

Study 01384 × 384 px
Preparing the study…
Current result
The decisions so far

Stage 3 / 04

Let the result guide the next move.

An unlabeled interface encourages gesture and rhythm over semantic control.

The cashier instrument
Developing the image…0 / 24

A twelve-key study using real editor presets, inspired by the artist’s physical 128-key panel. Every press acts on the previous result.

Developing the image…

Two Modes of Processing

A deliberate mode optimizes control; an intuitive mode optimizes discovery.

MathematicalIntuitive
Deliberate parameter selection128-key cashier panel
Reproducible resultsUnrepeatable sequences
Control over emergenceEmergence over control
Algorithm as toolAlgorithm as collaborator
Vision → OutputOutput → Discovery

Mathematical Processing

Methods are chosen, parameterized, and iterated with explicit intent.

01

Kernel Design

Define convolution matrices — edge detection, blur, sharpen, emboss. Each kernel encodes a visual operation as pure mathematics.

02

Noise Synthesis

Generate Perlin, Worley, or value noise at multiple octaves. Layered noise creates organic complexity from simple functions.

03

Color Space Transform

Shift between RGB, HSL, OKLCH, and indexed palettes. Mathematical color manipulation enables effects impossible in traditional media.

04

Iterative Refinement

Run algorithms repeatedly with parameter sweeps. Each iteration compounds transformations, building visual depth.

05

Compositing

Layer and blend multiple passes using mathematical operations — multiply, screen, difference, dissolve.

Intuitive Processing

Visual feedback drives the next move rather than predefined plans.

01

128-Key Cashier Panel

An unmarked keyboard with 128 keys mapped to effect macros. No labels — muscle memory replaces deliberation.

02

Effect Stacking

Apply algorithms sequentially to a live canvas. Each key press transforms the entire image in real time.

03

Output-Guided Flow

Decisions guided entirely by visual output, not by knowing which effect was applied. The abstraction emerges from intuition, not planning.

04

Happy Accidents

Unexpected combinations produce results no deliberate process would reach. The panel encourages exploration over control.

More about the work: