George Sivulka, Hebbia CEO and former Stanford researcher, focuses on turning meta-learning into document solutions. Daniel Marcous, April founder and ex-Waze CTO, builds rigorously tested infrastructure for sensitive data. Dmitry Shapiro, MindStudio CEO and veteran entrepreneur, explores human–machine interaction and privacy. Rich White, serial entrepreneur and Fathom CEO, emphasizes solving real pain and strong user research. Eric Olson, Consensus co-founder and former athlete, talks about launching amid uncertainty.