Transformers Represent Belief State Geometry in their Residual Stream. - Adam S. Shai; Lucas Teixeira; Alexander Gietelink Oldenziel; Sarah Marzen; Paul M. Riechers (NeurIPS, 2024)

You Are What You Eat - AI Alignment Requires Understanding How Data Shapes Structure and Generalisation. - Simon Pepin Lehalleur; Jesse Hoogland; Matthew Farrugia-Roberts; Susan Wei; Alexander Gietelink Oldenziel; George Wang; Liam Carroll; Daniel Murfet (CoRR, 2025)