Streamlining Model Deployment - AI in Production
Explore the rapidly evolving landscape of AI deployment in this 22-minute talk by Daniel Lenton, founder and CEO of Unify. Delve into the challenges posed by the exponential growth of AI-as-a-service products and the overwhelming number of endpoints, optimization tools, and hardware options. Learn about proposed solutions, including open governance and open-source runtime benchmarks, and discover the crucial role of dynamic routing in streamlining model deployment. Gain insights into how Unify's model hub combines these aspects to create a holistic user experience, making AI deployment faster, cheaper, and more accurate. Benefit from Lenton's expertise in Machine Learning, Computer Vision, and Robotics as he shares his vision for accelerating AI development and deployment.