# ZD Lab @ UNC–Chapel Hill Our research areas include: - **AI Safety & Reliability** — risk control, uncertainty quantification, ML security - **Responsible Computing** — societal impacts and human–AI interaction - **Efficient ML** — efficient reasoning and test-time scaling