Overview
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Explore the practical challenges of deploying AI systems in regulated industries through this 26-minute conference talk that examines the integration of large language models and computer vision into enterprise workflows. Learn how to engineer disciplined approaches to AI deployment that balance regulatory compliance with operational efficiency. Discover creative solutions for data ingestion, workflow design, and user experience optimization that ensure AI systems are reliable, compliant, and performant enough for sustained enterprise adoption. Gain insights into the specific engineering considerations required when implementing AI in highly regulated environments where traditional deployment approaches may not suffice.
Syllabus
Engineering the Last Mile of AI: Integrating LLMs and CV into the enterprise by Natalya Bailey, PhD
Taught by
Open Data Science