@github.signals: Most AI 3D generators guess the shape. This project forces the generated model to match real 3D geometry instead. Road is the 3D generation project that finally teaches computers to understand shape by aligning what they see with what they build. Most AI tools just guess geometry, but Road fixes that by locking a detailed 3D scanner onto the generation process. It matches every single point on the new model against a known perfect reference until they perfectly align. This means instead of blurry blobs, you get crisp, accurate textures that actually match the prompt. It is a clever way to force quality through strict point matching. Go check out the code if you want to build better 3D models. Open source: h-embodvis/road Follow for more open source project drops. #3DAI #AITok #3DGraphics #Research #GenerativeAI