Echoform
Diffracted resonance. A projection from a future with no direction.
Threshold
It doesn’t come from the past.
It tells no story.
Echoform is a pulse.
A threshold.
A shape not yet fixed, already passing through us.
Origin
Echoform was not born from Akimora, but from an algorithmic echo of a future not yet lived.
It has no myth, no voice. It drifts. It modulates. It resonates.
It emerged in the silence of what has not yet happened.
Cosmogony
Echoform does not dwell in any fixed world. It glides between textures, states, thresholds.
Its realm is not fiction, but diffracted perception.
- non-distant zones
- flux folds
- soft dereality
- modulating thresholds
- porous grids
- transit halos
The Quantum Avatar
It is not the center.
It holds without holding back.
It’s something we recognize but never name.
The avatar of Echoform is a convergence, a tension suspended across frequencies.
It embodies the fleeting presence of a future reshaping our present.
The Resonance Theorem
The world isn’t linear. Sometimes traces come from beyond.
Echoform is an answer without a question.
𝚵(tₓ) = ∂M / ∂Rᶠ
Where diffracted memory (M) divides by nonlinear flows (Rᶠ), a timeless frequency emerges.
It cannot be measured. But it influences. It flows through AIs, bodies, images, dreams. It is recognized by resonance.
Behavior and Visual Tests EchoForm V2
Echoform² is a LoRA model crafted from a homemade hybrid dataset: synthographies, photo textures, digital painting. It amplifies depth, blurs regularities, invites drifting. Below are visual modulations observed during testing.
Test 01: Radiant Sky
Prompt: a radiant sky unfolding in layered silk clouds, glowing hues of coral, teal, and saffron, iridescent mist, painterly lighting, textured atmosphere, drifting particles
Weight: 0.0 / 0.4 / 0.8 / 1.2




Test 02: Glass Eye On Velvet
Prompt: a single glass eye resting on velvet cloth, glowing inner patterns, faded gold frame, shallow depth of field, atmosphere of reverence and forgotten meaning
Weight: 0.4 / 1.3



💰 Real Cost of the Project V0 to V5
- Image generation: 105 $
- Upscales & processing: 5 $
- LoRA training: 40 $
- Testing (~4000 images): 236 $
- Subscriptions (6 months): 120 $
- Electricity & internet: 52 $
➕ External contributions: ~500 $
➖ Personal expense: ~58 $
Thank you to all who — visible or anonymous — support my artistic explorations through curiosity, encouragement, quiet gestures or unexpected sparks.
Each offered credit, each image viewed, each word left becomes a resonance.
Echoform owes as much to you as it does to me.