Let’s take a look at some initial measures which are supporting governance but will also help with AI regulation. Why bother? Adding AI to your offerings or even developing an innovative AI product from scratch is exciting. But at the very moment you’re making your AI public or distribute it to partners and customers, it’s out there in the open. From that point in time onwards, it needs to adhere to the quality standards that your customers and the public expect.

Many of our favorite software projects, like Python, Jupyter or Tensorflow, provide helpful extensive documentation. Virtually every github project at least has a minimal README.md featured prominently. So what is the equivalent of that for a Machine Learning model?