Physical AI - Unlocking Business Value with Foundation Models and Digital Twins
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Explore how GSK, a global biopharma company, implements AI across their operations in this 27-minute conference talk. Learn about the complexity of GSK's global supply chain and discover how they leverage AI agents to optimize operations that impact over a billion people worldwide. Examine the challenges associated with their supply chain assistant and understand GSK's agentic AI playbook using W&B Weave. Delve into Physical AI applications for controlling critical biological processes in pharmaceutical manufacturing and drug discovery. Investigate how physics-informed neural networks address complex real-world scenarios in biopharmaceutical operations. Gain insights into practical AI implementation strategies from agents that optimize global supply chains to models that assist in drug discovery and maintain laboratory security and cleanliness.
Syllabus
00:00 - The complexity of GSK’s global supply chain and how they leverage agents
05:13 - The challenges attendant to their supply chain assistant
09:03 - GSK’s agentic AI playbook with W&B Weave
12:00 - Physical AI to help control critical biological processes
18:22 - Physics-informed neural networks for complex real-world scenarios
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