Raising Health
Past, Present, and Future of AI with Vijay Pande
Jan 9, 2024
Vijay Pande, founding partner of Bio + Health, discusses the evolution of AI, the pioneers in the field, and the shift to biology. He highlights the advancements in biology, the challenges of obtaining data, and the importance of multiple perspectives in understanding cells. The podcast also explores the opportunities in AI startups and how AI is being integrated into life sciences and healthcare companies.
39:18
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Quick takeaways
- AI has evolved from expert systems to machine learning and deep learning, revolutionizing performance and scalability.
- AI can analyze large datasets and high-content phenotypes at the cellular level to identify cause-effect relationships and drive advancements in drug development.
Deep dives
The Evolution of AI in Biology and Health
The podcast episode explores the evolution of artificial intelligence (AI) in biology and health. It highlights how AI is being used to solve complex problems and build the future. In the late 1990s, AI was primarily focused on expert systems and logical theorem proving. However, the emergence of machine learning and deep learning changed the landscape, allowing for better performance and scalability. The podcast also discusses the importance of data in machine learning and how advancements like the transformer model have revolutionized natural language processing. It emphasizes the need to leverage AI for biology and healthcare, highlighting the potential to make transformative discoveries and save lives.
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