What is Transparency in AI?

What does it mean for a machine learning algorithm to be “transparent”?

Photo by eberhard grossgasteiger on Unsplash

When looking at fair and ethical algorithms, transparency is a key concept often brought up in discussion. But what exactly does it mean for a machine learning algorithm to be “transparent”?

Like “fairness” and “privacy”, it sounds important and useful, but the concept of…