
Her unique insight comes from viewing technological advancements through an evolutionary lens—recognizing patterns in how complex systems adapt and thrive. This perspective has shaped her research at MIT Media Lab and University of Washington, her community-building with Nucleate, and her reinforcement learning internship at OpenAI. What distinguishes her is seeing technologies as part of an evolutionary continuum shaped by selection pressures. She's drawn to self-modifying systems—positioning her at the intersection where Artificial Super Intelligence meets living systems. This translates to understanding bottlenecks across fields and how organizations evolve or stagnate. She perceives social structures as living organisms and focuses on creating adaptive ecosystems.