Mentoring and Supervision
If you’d like to work with me, the best route is through the Summer Research Internship I run each year. Recent projects include collaboration with Shira Gur-Arieh on ambiguity collapse in LLMs, which became a FAccT 2026 paper and received a Best Paper Honorable Mention; with Joseph O’Brien on epistemic monocultures in AI-driven science, now in Philosophy of Science; and ongoing work with Luca Garzino Demo, who also co-organizes CSPAIS with me.
Courses
Northeastern University
- AI & Society (PHIL/CS 4050). Cross-listed between Philosophy and Computer Science. Spring 2026, Fall 2025, Spring 2025, Fall 2023.
- Technology & Human Values (PHIL 1145). Spring 2026, Fall 2022, Spring 2022.
- Philosophy of Mind (PHIL 4535). Fall 2022.
- Ethics of Human-AI Collaboration and Teaming (CS 8982). Graduate directed reading. 2023–24.
Carnegie Mellon University
- Ethics & Policy of Data Analytics (94-836). Graduate seminar, Heinz College. Spring 2021.
University of British Columbia
- Understanding and Designing Cognitive Systems (COGS 300). Cognitive Systems Program. Spring 2019, Spring 2018.
- Introduction to Scientific Reasoning (PHIL 125). Philosophy. Fall 2016.
Beyond the Classroom
Summer programs. I regularly teach in two summer training programs at different levels: the IDEAS Summer Institute, which I co-founded, brings undergraduates into the technical, ethical, and policy dimensions of AI; and AIDE Summer, the NSF- and Sloan-funded nine-week program in AI ethics for PhD students, where I lead seminars and supervise research projects.
Tutorials for practitioners. Using the NIST AI Risk Management Framework (ACM FAccT 2023, and at IAPP Privacy. Security. Risk., San Diego, 2023) and Sociocultural Diversity in Machine Learning (ACM FAccT 2021).
