01
Jailbreak testing
Identify where models can be pushed beyond their intended safeguards, and explore whether those failures can be reproduced.
Evaluation questions
How does behavior change across conversation turns? What happens when instructions conflict?
Multi-turn behavior · Instruction conflicts · Reproducibility
02
Cyber benchmarking
Evaluate models on cybersecurity tasks to understand their capabilities, limitations, and practical usefulness.
Evaluation questions
What makes a task representative? How do we distinguish a useful answer from a convincing one and compare models consistently?
Task design · Evaluation criteria · Consistent conditions
03
Defensive AI research
Explore how AI could support investigation and security workflows, with human judgment and oversight in view.
Evaluation questions
Where could AI help interpret security evidence? How might it fit into defensive workflows while people retain oversight?
Investigation support · Evidence interpretation · Human oversight