Thoughts on AI design tools, image to Figma conversion, vibe coding, and the future of multimodal AI design.
From CLIP and GANs to diffusion models and flow matching — a research perspective on why the history of multimodal AI converges on solving graphic design. We coin "Vibe-Figma" and "Vibe Designing" as the designer's answer to vibe coding.
AI tools now generate UIs better than most humans. But the outputs are flat images — not editable, not responsive. We built the bridge from image to editable Figma design.
Image generation, object detection, inpainting, and vibe coding — the 2026 stack for turning visual ideas into production-ready designs.
Try img2figma free — 4 credits, no credit card required.