The Emergency Mind Podcast

Organizational network analysis reveals how work really gets done: hidden influence, brokers, bottlenecks, leadership feedback loops, and the informal structures that shape performance under pressure.

Sarah Gebauer is a physician and founder of Validara Health who works at the intersection of clinical AI evaluation and governance. We cover what it actually means to evaluate an AI product for clinical safety, how physicians can draw on skills they already have to work effectively with these systems, and where those analogies break down. The core tension running through the conversation is that we are layering systems with unknown failure modes on top of systems with known ones, and hoping the combination is better, but that's a hypothesis, not a guarantee.

In this episode of The Emergency Mind Podcast, I’m joined by Elvina Hewitt and Mena Ramos for a wide-ranging conversation about emergency medicine, healthcare innovation, AI, entrepreneurship, and what it means to build better systems from inside the reality of clinical work.

All three of us came through Brown, spent time working in emergency care, and have since moved into different but overlapping worlds of healthcare technology, startups, education, and systems change. The conversation moves from the emergency department as society’s safety net, to the personalities drawn to chaos and uncertainty, to the tension between visionary innovation and the constraints that shape real healthcare work.

Psychologist, performance coach, and yoga teacher Diane Malaspina shares a strengths-based approach to stress, resilience, and optimal performance for high-pressure professions.

In this episode of The Emergency Mind Podcast, Dan Dworkis speaks with Aaron Clark-Ginsberg, a social scientist at RAND Corporation, whose work spans disaster response, risk governance, and organizational performance under extreme conditions.

Drawing on experience as a wildland firefighter, disaster recovery volunteer after Hurricane Katrina, and applied policy researcher, Aaron explores why some systems adapt and learn after crisis while others repeatedly fail. The conversation moves across medicine, wildfire response, infrastructure, and emerging technology to examine how risk actually behaves in the real world.