Sydney works on adversarial stress-testing at METR. She studied computational biology at Stanford and co-founded the Atlas Fellowship.
The Winter 2026 cohort offers a wide range of research streams led by experts across AI alignment, interpretability, governance, and safety. Each stream provides its own research agenda, methodology, and mentorship focus.