responsible AI
Auditing sociotechnical systems
One of the most puzzling questions about online platforms for me has been whether what we observe on platforms such as Instagram or YouTube is more a result of the platform design, e.g., its algorithms, or a reflection of society through the lens of the platform. It is hard to answer which, but it is easy to forget about the role of human behavior when it comes to technology’s disturbing consequences. General features of my work on the study of digital technologies include carefully considering the whole spectrum from pure user intention to pure platform design, performing cross-platform analysis, and putting observations into context when studying complex systems.
References
2024
- Causally estimating the effect of YouTube’s recommender system using counterfactual botsProceedings of the National Academy of Sciences, 2024
2023
2021
- Examining the consumption of radical content on YouTubeProceedings of the National Academy of Sciences, 2021