Building AI products, not prototypes — Aiden Bai, Josh Payne, Linus Lee, and Matthew Rastovac.

The panel explores the challenges of moving AI prototypes to production, highlighting common pitfalls and offering strategies for success. Panelists emphasize the importance of focusing on specific problems rather than generalizing frameworks, and tailoring solutions to concrete use cases. They caution against over-reliance on AI frameworks, which may not align with specific project needs or keep pace with rapid advancements in AI capabilities. The discussion covers the necessity of understanding the limitations of language models, the value of human expertise in guiding AI development, and the need for robust processes for continuous evaluation and improvement. The panel also touches on how to effectively integrate AI solutions within enterprise environments, advocating for a phased approach and clear articulation of value.