Research Scientist at Google DeepMind, PhD from MIT. Make machines empower people.
Joined August 2011
- Prompt engineering is still a black box. Why does changing X drastically change Y? Are there governing rules behind this evolution? Our new work proposes a simple way to uncover factors that might matter when refining prompts 👇Thrilled to share that our paper on "Interpreting and Controlling Model Behavior via Constitutions for Atomic Concept Edits" has been accepted at AISTATS 2026! 🚀🚀 Read more about how input mutations can be mapped to interpretable behavioral insights. arxiv.org/abs/2602.00092 🧵
- Tomorrow 9:30am #NeurIPS2025 Room 30A-E I'll talk about " 📈Towards Pareto frontier of interpretability: 15 years of interpretability research in 15 mins"🚅 @ mech interp workshop mechinterpworkshop.com


