Building the Next Generation of Reliable AI - Lessons and Predictions

Explore a candid retrospective on developing reliable AI tools in the open-source community over the past year in this keynote address from the AI in Production conference. Gain valuable insights into effective tools and techniques, learn from real-world experiences, and discover which approaches have fallen short. Delve into predictions for the future of AI tooling, identifying emerging trends and potential breakthroughs. Benefit from both reflections on past lessons and forward-looking perspectives in this presentation designed for anyone interested in the practical aspects of AI development and the evolving landscape of open-source technology. Presented by Shreya Rajpal, creator and maintainer of Guardrails AI, with a decade of expertise in machine learning and AI, including roles at Predibase, Apple's Special Projects Group, and Drive.ai.