Technology
Systems for difficult information.
Legal technology, information provenance, AI evaluation, workflow systems, and research infrastructure.
Technology focus
Legal and research systems
We explore tools for structured legal research, source preservation, document intelligence, change detection, validity tracking, and high-accountability knowledge workflows.
AI evaluation and workflow design
Our evaluation work focuses on reasoning quality, instruction adherence, uncertainty, source grounding, repeatable testing, and the design of human-in-the-loop operational controls.
Information integrity
We treat version history, source identity, evidentiary context, and auditable change as core system properties, not administrative overhead.