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Title: Discovering New Science using Agentic Collaborative Networks

Abstract: This presentation will explore how AI agents can evolve from narrow tools of automation into genies – adaptive and multi-capable collaborators that expand human creativity and agency. This talk will outline the essential capabilities these agents must develop and present 101 fundamental ML questions that must be solved to achieve this vision. Ultimately, it is a call to action for the ML community to design AI systems that foster transparent and trust-based human-AI collaboration, unlocking a new era of collective scientific discovery.

Short BIO: https://www.vanderschaar-lab.com/prof-mihaela-van-der-schaar/

Seminar in the scope of the 31st Portuguese Conference on Pattern Recognition (RECPAD2025, https://sites.google.com/view/recpad2025)
See more here: https://www.ua.pt/en/noticias/4/93247