Productionizing GenAI Models – Lessons from the world's best AI teams: Lukas Biewald

Video Description

AI is poised to add $15.7 trillion to the global economy by 2030, with generative AI at the forefront of this revolution, marking a transformative shift across sectors. In his talk, Lukas Biewald will unpack the impact and potential of generative AI models and share practical insights learned from the best ML teams in the world who're building and implementing AI in production. He will share specific insights on deploying GenAI models into real-world applications, emphasizing LLM evaluation, dataset management, model experimentation and optimization. This session is a call to action for ML teams looking to leverage AI's full potential responsibly, and looking to expedite putting AI into production. Recorded live in San Francisco at the AI Engineer World's Fair. See the full schedule of talks at https://www.ai.engineer/worldsfair/2024/schedule & join us at the AI Engineer World's Fair in 2025! Get your tickets today at https://ai.engineer/2025 About Lukas I’m Lukas Biewald, I founded CrowdFlower/Figure Eight and Weights and Biases. You can find my projects on twitter and medium and github. I live and work in San Francisco.