Jeremie Dreyfuss, Head of AI Research and Development at Intel, shares his expertise on scaling machine learning solutions and AI infrastructure. He delves into the challenges of data collection, emphasizing the need for robust systems in high-stakes environments. The discussion touches on deploying ML models and the transformative impact of large language models. Jeremie also explores strategies for effective AI development, highlighting the importance of balancing user needs with sophisticated algorithms. His insights illuminate the path forward for enterprises navigating the AI landscape.