The Stack Overflow Podcast
“There is a real cost to moving fast”: Using AI to accelerate drug discovery
Apr 10, 2025
Join Maureen Makes, VP of Engineering at Recursion, and Alan Brandenberger, Senior Director at Stack Overflow, as they delve into the game-changing role of AI in drug discovery. They discuss how AI streamlines the analysis of complex biological data, speeding up the identification of potential drug interactions. The conversation also highlights the significance of community-driven knowledge in software development and the innovative tools that are reshaping engineering practices. Don't miss their insights on balancing innovation with quality in biotech.
25:23
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Quick takeaways
- AI significantly enhances drug discovery processes at Recursion by analyzing vast biological datasets to identify potential new treatments.
- The integration of Stack Overflow's Overflow API empowers developers by providing contextually relevant insights derived from community-generated knowledge.
Deep dives
Innovative Drug Discovery with AI
AI plays a crucial role in revolutionizing drug discovery at Recursion. The company employs advanced machine learning models that generate and analyze a vast array of biological data, including images and compound structures, to identify potential interactions that could lead to new treatments. With approximately 45 petabytes of data, Recursion utilizes AI to explore untapped opportunities in drug development, aiming to efficiently bring more viable drugs into clinical trials. This innovative approach not only enhances the speed of discovering new drugs but also expands the potential for success in clinical outcomes.
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