Chiara Caratelli

Chiara Caratelli, a data scientist at Prosus Group, emphasizes the critical nature of evaluations in AI development. She discusses the importance of stress-testing and building trust through rigorous evaluations rather than merely relying on larger models. Chiara shares her approach to bootstrapping evaluation sets and the role of user feedback in refining these tests. She also touches on the significance of simulating real-world interactions and the need for effective error analysis to enhance agent performance. Learn how her insights can impact the future of AI.

In this discussion, guests Chiara Caratelli and Alex Salazar dive into the intricacies of AI agent tooling. Chiara shares insights from her work at Prosus, focusing on UX and the challenges of clarity in tool definitions, highlighting how ambiguity can lead to edge cases. Alex contrasts traditional APIs with dynamic tools that capture agent intentions to minimize latency. Together, they explore the balance of tool usage, governance, and the future of multi-agent systems, advocating for a structured approach to ensure efficient production-ready AI agents.

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.