Keynotes and panels on the AI you can’t fully supervise.
I speak on AI governance, agentic systems, and human oversight at scale — for defense, technology, healthcare, and regulated enterprise audiences who need more than the optimism slide.
Convening to Act: AI
Moderated the Analytic & Software Engineering Workforce Integration in Agentic AI Operations panel — with panelists from IBM, Arizona State University, and ClearanceJobs — at the NCF’s national-security AI convening, keynoted by Gen. Paul Nakasone, U.S. Army (Ret.).
Enforceable Human Authority
Why “human-in-the-loop” has become a liability shield rather than a control mechanism — and what it takes to make human authority over autonomous systems enforceable, auditable, and real.
Governance That Isn’t Theater
Building AI governance boards that operate as clearance systems, not rubber stamps — testable criteria, scoped authority, and denials a practitioner can act on.
The Hollow Bench
What happens to senior judgment when you automate the entry-level cognitive work — talent debt, and how to build a workforce that still develops expertise.