Building autonomous agents that can reason, plan, and act in the real world. My work focuses on making agents more reliable, controllable, and composable — especially for open-ended tasks like scientific research and financial decision-making.

Designing interfaces that let humans and language agents collaborate productively. I'm interested in how direct manipulation, trade-off exploration, and mixed-initiative interaction can turn LLMs into tools that amplify human thinking rather than replace it.