Conversations with our Head of AI, Alexandre Gerbeaux, and our Founding Advisor Gaël Varoquaux (co-founder of Scikit-learn and Chief Science Officer at Probabl) explain why structured data has historically been overlooked and why bringing modern AI advances to tabular data will unlock enormous value for enterprises. Gaël shares his perspective on some of the most important questions facing the field today: • Why LTMs represent a major opportunity for researchers and builders • Why problem framing matters more than model optimization • The overlooked importance of tabular data in enterprise AI • Why different AI systems will continue to have different strengths • How data science can create meaningful impact in business and society