Machine learning tools only work if people use and trust them. To achieve this, developers and end users should have a back-and-forth conversation.

From a machine learning explainer to trends in data and artificial intelligence, here are the stories that readers needed most this year.

Use system dynamics and organizational design to improve diversity, equity, and inclusion.

Traditional hotspots like Silicon Valley and New York may give way to smaller, more inclusive innovation ecosystems, researchers say.