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AI Explained: Diffusion Models | From Pixel Art To Molecular Design

Curious about how AI-generated images are made and how that is connected to the creation of new materials? In this video, we explain diffusion models—the technology behind the amazing pixel portraits we get by giving AI simple prompts.

Starting with images of static and gradually transforming them into clear crisp images may seem far-fetched, but that is exactly how diffusion models work. They first learn by adding noise to billions of images, then figure out how to reverse the process to create new images from static.

But diffusion models aren't just for art. We explore how this technique could change the fields of chemistry and materials science. By applying noise to molecular structures and then refining them, AI could help design new drugs, more sustainable materials, and solutions for environmental challenges. The potential is incredible!

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