I like the idea of human centered machine learning (or design thinking for AI/ML or whatever we want to start calling it).
We have adapted a few research and workshop formats to help us better understand the needs for ML. The latest is Empathy Mapping:
Product people build things that serve some purpose and solve some problem. Unfortunately, when it comes to machine…uxdesign.cc
Would love to hear your thoughts on it.