Insights
Notes on deploying autonomy and AI in real-world, high-stakes environments—focused on safety, transparency, and practical execution.
Auditable autonomy and the trust gap
Why autonomy fails to deploy in regulated settings—and the evidence trails required to close the gap.
Evidence-first system design
A practical approach to building systems that can be tested, monitored, and defended under scrutiny.
Designing for regulated deployments
How to keep humans in the loop, manage risk, and align engineering work with compliance constraints.