Fairness without surveillance
How to find bias in AI without spying on people. The constraint that produced Project Lighthouse, and why it is the whole job.
I speak on AI, biometrics, and civil rights for audiences who build, buy, or regulate technology.
Julie in the room
Talks
How to find bias in AI without spying on people. The constraint that produced Project Lighthouse, and why it is the whole job.
Face, voice, and body data in housing, jobs, credit, policing, and sports.
Inside companies, agencies, and legislatures, and what it takes to be in that room while the decision is still open.
What music and film can teach people about technology, and why the people these systems affect will never read a policy memo.
What music and film can teach people about technology, and why the people these systems affect will never read a policy memo.
Booking
Or write straight to her
Ask about Julie
You’re talking to an assistant, not to Julie. It answers from what this site says about her work and will tell you when it doesn’t know. Anything that needs her goes straight to her.