Paul van der Boor

In this insightful discussion, Dmitri Jarnikov, Senior Director of Data Science at Prosus Group, and Paul van der Boor, VP AI at Prosus Group, delve into the complexities of building effective AI agents. They explore the importance of memory and the React cycle for continuous improvement. The conversation touches on balancing human involvement with AI decision-making, budgeting for operations, and the need for intuitive interfaces. Their practical approach offers a fresh perspective on navigating the challenges of AI development.

Paul van der Boor, VP of AI at Prosus Group, and Floris Fok, AI Engineer at the same group, dive into the evolving landscape of AI agents. They discuss the transition from basic models to interactive systems, exploring integration challenges akin to building a Mars Rover. The duo shares insights on generative AI risks and security innovations, the unique roles of AI engineers, and the critical balance between advanced capabilities and user-friendliness. With lessons from over 20 projects, their conversation is packed with practical takeaways for anyone in AI.

Paul van der Boor, VP of AI at Prosus Group, and Bruce Martens, an AI Engineer at the same company, dive into the real bottlenecks in AI agent development. They reveal that it's not just about the tools but also the importance of evaluation and feedback. The duo discusses innovative strategies for creating effective evaluation sets and the impact of existing AI tools on productivity. They also examine the complexities of building custom AI solutions and the challenges of navigating cognitive load when reviewing code, highlighting the balance between AI assistance and developer mental strain.

Paul van der Boor, VP of AI at Prosus Group, and Sean Kenny, Senior Product Manager at Prosus Group, dive into the intricacies of AI adoption across 100+ companies using their tool, Toqan. They discuss the pivotal role of generative AI in boosting productivity and share innovative strategies to foster a culture of experimentation within large organizations. The conversation addresses balancing user needs and the evolution toward an AI-driven workforce, emphasizing user empowerment and practical integration in the workplace.

Paul van der Boor, VP AI at Prosus Group, and Donné Stevenson, Machine Learning Engineer, dive into the fascinating world of the Token Data Analyst agent. They discuss the agent’s seamless integration into production, overcoming challenges like LLM overconfidence and query accuracy. The duo explores the importance of modular architecture for enhanced interaction and the hurdles of SQL queries amidst unclear definitions. Their insights into structured reasoning models promise a brighter future for data analysis, making complex tasks more efficient and accurate.

Zulkuf Genc, Director of AI at Prosus Group, and Paul van der Boor, VP of AI at Prosus Group, dive deep into the world of AI agents in production. They discuss the intricacies of GPU management and the importance of tailored evaluation criteria. Privacy concerns are tackled with innovative tagging methods for user data, while the rapid development of specialized models is highlighted as essential amidst the fast-paced evolution of AI technology. Their insights offer invaluable lessons for anyone looking to navigate the challenges of large-scale AI implementations.

Paul van der Boor, VP of AI at Prosus Group, shares his extensive knowledge of voice AI applications, while Floris Fok, an AI Engineer at the same company, delves into the technical hurdles faced with OpenAI’s real-time voice API. They discuss real-time voice interactions in environments like Brazil's food delivery system and explore innovative applications in healthcare, enhancing triaging accuracy. The duo highlights challenges such as language processing and turn detection, emphasizing ongoing improvements and the future of voice technology.

In deze aflevering zijn Paul van der Boor, VP AI bij Prosus, en Michiel Bakker, Assistant Professor bij MIT en AI-onderzoeker bij Google DeepMind, te gast. Ze bespreken de groeiende investeringen in AI in Europa, zoals de miljard euro van ASML in Mistral. Ook wordt de rol van Europese bedrijven als consumenten versus innovators belicht. Daarnaast bespreken ze de uitdagingen van AI-regulering en de noodzaak van een aantrekkelijk ecosysteem om talent aan te trekken, zodat Europa zijn concurrentiepositie kan versterken.

Paul van der Boor, VP AI at Prosus Group, and Chiara Caratelli, Data Scientist at Prosus Group, dive into the world of web agents—AI that interacts with the web like humans. They discuss why these agents are crucial in the evolution of AI, especially in improving e-commerce and automation. Challenges in creating agent-friendly web design are tackled, alongside visions of a future where booking flights or ordering food becomes seamless. Their insights into balancing prototyping with scalability offer a glimpse into the future of digital interaction.

Join Paul van der Boor, Senior Director of Data Science at Prosus, as he shares his journey from aerospace engineering to leading data science at a major tech firm. He discusses the hurdles AI builders face transitioning from demos to real-world applications and the importance of thorough evaluations. Paul explores building ML capabilities across diverse teams in a global organization, emphasizing collaboration and standardization. He also reflects on insights gained from a recent industry conference, highlighting networking as a key to overcoming challenges.