An AI pioneer explains how machine learning could save millions of lives

Video Description

Daphne Koller—AI pioneer, founder of Coursera, and CEO of Insitro—sits down with Sana founder and CEO Joel Hellermark to explore the groundbreaking intersection of digital technology, scientific discovery, and human health. Daphne shares her inspiring journey from a prodigious student to leading some of the most important advances in AI, education, and biotech. She reveals how machine learning is unlocking the secrets of biology, enabling new treatments, and offering hope for solving some of humanity’s toughest medical challenges. Daphne also discusses the ethical challenges, the importance of collaboration across fields, and her vision for a future where AI and biology together unlock new possibilities for patients worldwide. What's in this episode - From early academic prodigy to founding Coursera and Insitro - How AI and massive datasets are transforming drug discovery and biology - Why data quality and removing human bias are key to scientific breakthroughs - The exponential growth curves in AI and genomics—and why we’re at an inflection point - Challenges and opportunities in building high-impact, interdisciplinary teams - The future of healthcare: personalized medicine, early detection, and longer, healthier lives - Reflections on culture, leadership, and inspiring the next generation of scientists and engineers About Daphne Koller and Joel Hellermark This conversation between Daphne Koller and Joel Hellermark was recorded in April 2024 at the insitro’s headquarters in San Francisco. An edited version was premiered at Sana AI Summit on May 15 2024 in Stockholm, Sweden. Daphne Koller is CEO and founder of insitro, a machine learning-driven drug discovery and development company. Daphne was the Rajeev Motwani Professor of Computer Science at Stanford University, the co-CEO and president of Coursera, and the recipient of numerous prestigious prizes in computing and engineering, including the MacArthur Foundation Fellowship. Joel Hellermark is the founder and CEO of Sana. An enterprising child, Joel taught himself to code in C at age 13 and founded his first company, a video recommendation technology, at 16. In 2021, Joel topped the Forbes 30 Under 30. Sana has been recognized on the Forbes AI 50 as one of the startups developing the most promising business use cases of artificial intelligence. Interview chapters - Early days of AI (00:00:00) - Intersecting biology & AI (00:04:12) - Predicting biology (00:06:22) - insitro’s vision (00:10:12) - Harmonizing datasets (00:12:30) - Finding patterns (00:13:53) - Addressing biases (00:15:39) - Importance of finetuning (00:17:02) - Layers of multimodality (00:19:35) - Actionable insights (00:21:34) - Bilingual colleagues (00:23:57) - Biologists’ future (00:26:14) - Eroom’s Law (00:29:25) - Lack of data (00:34:57) - Incentivizing scientists (00:39:51) - Daphne’s motivation (00:43:56) - Future of medicine (00:46:40) About Strange Loop Strange Loop is a podcast about how artificial intelligence is reshaping the systems we live and work in. Each episode features deep, unscripted conversations with thinkers and builders reimagining intelligence, leadership, and the architectures of progress. The goal is not just to follow AI’s trajectory, but to question the assumptions guiding it. Subscribe for more conversations at the edge of AI and human knowledge.