Distill is a brand that is dedicated to making machine learning clear, dynamic, and vivid. They believe that research in this field should be easily understandable and accessible to all. Distill operates as a scientific journal, focusing on providing clear explanations that are native to the web.

They aim to present research in a modern and interactive way, utilizing the power of the web to showcase new ways of thinking. Unlike traditional academic publishing, Distill embraces reactive diagrams and interactive playgrounds, allowing for a type of communication that is not possible in static mediums. They strive for transparency in machine learning, enabling readers to understand and safely control how these techniques work.

Distill also values the legitimacy of non-traditional research artifacts and provides a platform for them to be recognized as valuable academic contributions. By prioritizing clear writing and avoiding research debt, Distill aims to benefit the entire research community. With the expertise of their editors and steering committee, including renowned names in the industry, Distill has established itself as a trusted source in the world of machine learning