AlphaFold 3 is a revolutionary bio-tech tool that utilizes diffusion models to improve its performance. It has gained attention for its potential to revolutionize the field and its predictions of molecular interactions surpass the accuracy of all existing systems. The article discusses the background and applications of diffusion models in various fields.