Thought Leadership & Applied Research
Writing and applied research on what it actually takes to govern AI systems responsibly — from interface-level guardrails to the frameworks that let autonomous agents operate at scale without losing accountability.
Latest
AI Feature Use Case · Aug 6, 2026
A practical look at provider and deployer responsibility under the EU AI Act, built from a real AI content-generation feature — not policy theory.
In Progress
More on the way this year — full write-ups, artifacts, and outcomes will be added here as each one is ready.
A framework for governing systems of AI agents — how they're granted authority, how their actions are audited, and how humans stay meaningfully in the loop as autonomy scales.
How to structure a working risk register for AI features — identifying, scoring, and tracking risk so it actually informs design and product decisions instead of sitting in a compliance folder.