Runway ML is a platform designed for artists and creators to easily access machine learning tools without needing deep technical knowledge. It provides a suite of applications and models that can be used for tasks like video editing, image creation, and audio processing. Users can leverage these tools to enhance their creative projects, much like using a sophisticated plugin without writing code. This system connects machine learning applications with artistic creation, bridging technological capabilities with creative aspirations.