01 — Diffusion Architecture
Particles oscillate between pure noise and structured lattice. The denoising schedule governs the phase transition. Move your cursor to inject localized noise into the field.
Interactive · Real-time
02 — Drift Model Architecture
A generator maps noise to samples in one pass. The drifting field V attracts generated samples toward real data and repels them from each other — converging distributions without iterative inference. Move your cursor to introduce a new attractor.
Interactive · Real-time
About
Proreus Labs is an independent research lab exploring alternative approaches to machine intelligence. We study diffusion-based reasoning, drift architectures for continuous learning, and systems that bridge generative and discriminative paradigms.
Our work is early. We publish what we can and build what we believe in.
Contact
[email protected]