# OpenAI Backs Launch of Distill, New Machine Learning Journal Focused on Clear Communication

OpenAI announced its support for Distill, a newly launched academic journal with an unusual mission: making machine learning research easier to understand.

Unlike traditional journals that prioritize novel discoveries, Distill accepts both new and existing research, as long as it's communicated exceptionally well. The journal aims to bridge the gap between complex ML concepts and broader understanding through clear, accessible explanations.

This represents a significant shift in academic publishing priorities. Traditional journals reward groundbreaking findings but often publish papers that are difficult to parse, even for experts. Distill flips this model by making communication quality the primary criterion for publication.

The initiative addresses a growing problem in machine learning: as the field advances rapidly, knowledge becomes siloed among specialists. Researchers often struggle to understand work outside their narrow focus areas, slowing progress and collaboration.

By supporting Dist