Core Francisco Park

Origins and roles of world representations in neural networks

New News: System-2 Fine-tuning for Robust Integration of New Knowledge

Competition Dynamics Shape Algorithmic Phases of In-Context Learning

ICLR: In-Context Learning of Representations

Swing-by Dynamics in Concept Learning and Compositional Generalization

In-Context Learning Strategies Emerge Rationally