I help organizations solve complex human problems by aligning people, purpose, and practice. For me it is as easy as one, two, three.
I bring people together across disciplines and institutions around shared challenges.
I design practical systems and partnerships that last. Sustainable structures, not quick fixes.
I translate complexity into progress by combining research, legal and ethical analysis, and hands-on implementation.
Designing Durable Systems and Partnerships for Complex Human Problems
Designing practical systems and partnerships that last requires a different orientation from launching a successful project. A project is organized around producing a defined result within a…
Bringing People Together Across Disciplines and Institutions Around Shared Challenges
Within an approach centered on aligning people, purpose, and practice, bringing people together should be understood as more than convening representatives or facilitating productive meetings. It is…

Who Is Telling Artificial Intelligence Models What Is or Is Not Ethical?
The question of who determines the ethical boundaries for artificial intelligence (AI) models—particularly large language models (LLMs)—is both urgent and complex. As LLMs have become increasingly…



