AI Seminar Series: A Thousand Faces of Continual Learning: Self-Improving AI with Modular Learning and Memory

Host: The University of Sydney

When: Fri, 19 June 2026, 11:00 am (AEST)

Where: TBA

Abstract : Static AI cannot keep pace with a world where tasks, knowledge, users, and environments continually change. Yet most machine learning systems still follow a simple paradigm: train once, freeze, deploy. Continual learning seeks to break this limitation by enabling models to learn new knowl

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Event details are indicative — confirm with the host university.