Coco Labs launches design model Vyb, which outputs structured designs by layer
Coco Labs launches design model Vyb, which generates graphics element by element, each as an independent layer; text remains editable text, graphics remain vector, and photos remain pixels, with the structure fully preserved when exported to Figma. On 145 randomly selected Google fonts, scored by pixel overlap (IoU) with programmatic rendering, Vyb reaches 90.3%; the measurement ceiling for this test is 94.4%, while the strongest image model in the comparison reaches 76.0%.
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The original article provides evaluation figures and a comparison ceiling for layered structured output, which can be used to assess the differences between design models and the pixel-generation approach.
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View original postI launched the first image and video generation models at Google, and kept asking why all AI designs look the same. AI has brought us the WORST era of design. It made content creation effortless, but it also made 90% of it look painfully generic. My co-founder and I spent 2 years building in stealth to change that. Meet Vyb, the first AI design model that understands your taste like a designer would. RT + comment your website URL and we’ll make your first design.
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I launched the first image and video generation models at Google, and kept asking why all AI designs look the same. AI has brought us the WORST era of design. It made content creation effortless, but it also made 90% of it look painfully generic. My co-founder and I spent 2 years building in stealth to change that. Meet Vyb, the first AI design model that understands your taste like a designer would. RT + comment your website URL and we’ll make your first design.
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Design is the next place where models are learning to output structure instead of pixels.
Vyb, a design model from Coco Labs, builds a graphic element by element, each on its own layer, so text stays live text, graphics stay vectors and photos stay pixels.
That changes what you get back. The headline can be retyped. The logo is the logo file, pulled from your website along with your fonts and exact colors.
Across 145 randomly chosen Google fonts, scored by pixel overlap (IoU) against a programmatic render, Vyb reached 90.3%. The measurement ceiling on that test is 94.4%, and the strongest image model in the comparison reached 76.0%.
Because every layer keeps its native type, the export to Figma carries the structure across intact.