Quantum AI
Quantum AI. 2025.
Work in progress.
Experiments combining quantum and AI concepts, methods and technologies.
Q-Stable
Q-Stable explores a hypothesis: if quantum measurements contain traces of alternate realities, could an AI trained to process this data generate images from parallel universes?
The Process: Rather than using conventional noise patterns, this project feeds actual quantum measurements from IBM quantum computers directly into Stable Diffusion’s generation process. These measurements are converted into latent space coordinates, potentially accessing visual information beyond the AI’s original training data.
The Theory: Quantum mechanics suggests that measurements might carry echoes from parallel timelines—realities where different choices shaped different technologies, aesthetics, and cultures. By channeling this data through diffusion algorithms, the system attempts to render glimpses of worlds it has never seen.
The Results: The generated images often appear unstable and incoherent—precisely what one might expect when an AI encounters input from unfamiliar realities. Strange forms emerge that resist earthly categorization, color relationships that defy learned associations, and compositional logic that feels distinctly foreign.
Current State: These early works document an active research process. The system remains under development as quantum data preprocessing pipelines are refined, diffusion models modified, and parameters optimized. Each piece captures a moment in the ongoing effort to establish a stable bridge between quantum measurement and visual generation.
Q-GAN
Exploring the interplay between quantum-generated latent vectors and classical GAN training. Two GANs (and their latent spaces) are linked through quantum coupling and inversion. This setup is designed to consider a form of cross-universe learning, where two separate models influence each other via shared quantum data.
Related Work
Quantum Drawings - Images based on data from quantum computers
Multiverse Maps - Images based on data from quantum computers
Superpositions - Quantum computing and AI
