My research interests center on how we preserve evidence, measure useful behavior, and identify where a system’s outputs or actions diverge from what people intended.
Current work explores these questions through knowledge systems, AI-assisted development, and agent workflows. WKB provides a setting for bounded, reproducible studies, alongside questions about agent behavior, alignment, and security.