Why Specialized AI Models Are Challenging the Frontier Labs — With DeepL CEO Jarek Kutylowski

Why Specialized AI Models Are Challenging the Frontier Labs — With DeepL CEO Jarek Kutylowski

Jarek Kutylowski is the CEO of DeepL. Kutylowski joins Big Technology Podcast to discuss why specialized AI models are beginning to challenge the industry’s biggest general-purpose systems. He explains how purpose-built models can deliver better accuracy, lower latency, and reduced costs, and why companies are increasingly using model routers to choose the right AI for each task. We also explore how real-time translation could help businesses expand across borders, why voice represents AI's next frontier, and whether glasses and other wearables could give models a better understanding of the physical world. Finally, Kutylowski shares his perspective on AI’s rapid progress, its impact on work and society, and the possibility that seamless translation could allow anyone in the world to communicate with anyone else. Chapters: 00:00 The Rise of Specialized AI Models 03:05 Transformers and Language Translation 09:24 The Future of Specialized Models 12:09 Understanding Model Routing 15:18 AI's Role in Global Business 20:00 Advancements in AI Translation 24:52 Navigating Language and Cultural Barriers 26:36 The Future of Voice AI 32:29 AI's Societal Impact