Procedural media · Applied research

Toflr

Don't generate the frames. Generate what creates them.

Toflr investigates a different approach to generative media. Instead of asking an AI model to generate every frame, Toflr uses AI to create structured procedural representations that can be validated, modified and rendered locally.

This makes animation reproducible, programmable and independent from continuous cloud rendering.

The model generates the system

A frame-by-frame model has to redraw everything at every step, which is why consistency drifts and why the compute never stops. A procedural representation is a small, inspectable description of how the result is built. The AI writes that description; the device runs it.

The device generates the result

Because the heavy step is executing code rather than sampling pixels, rendering happens locally and predictably. Nothing about a project needs to leave the device to become a finished animation.

prompt → procedural representation → validation → local render

Public support

The project has received public support from the Generalitat de Catalunya for its development.

Approach
AI generates procedural systems, not final media
Output
Validated, editable, reproducible representations
Rendering
Local
Support
Generalitat de Catalunya
Status
Applied research

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