Milena gave a keynote talk at the Doing AI Differently workshop. The workshop gathered scholars from diverse disciplinary backgrounds, with a special focus on bringing humanities and arts contributions further up the AI development pipeline, to the fundamental design of the technology. Milena’s talk introduced the concept of human-machine social systems with examples from markets, traffic systems, and social media and outlined some points of action for researchers from the social sciences and humanities. Kudos to Cody Kommers and Drew Hemment for a wonderfully organized event!