AI Lund lunch seminar: Transparency tinkering - Working with opacities in the development of medical artificial intelligence

Examine how developers of medical AI understand and work around model opacity. Interviews and observations reveal practices involving visual evidence, uncertainty, model experimentation and explainability tools. The study develops the concept of transparency tinkering to describe how these practices change with the problem, the people involved and the knowledge they seek.