Lately I've been thinking about what an ethics for the 21st century may look like as a result of the growing dependence between humans and machines.

This entails many technical challenges in AI, machine learning, causal inference, algorithmic fairness and other areas. However it goes well beyond the tech - it's really about deciding which kind of world we want to build and figuring out how to build it on the fly.

I work on AI, machine learning, data science.