A is for Absorption: Studying Feature Splitting and Absorption in Sparse Autoencoders. - David Chanin; James Wilken-Smith; Tomás Dulka; Hardik Bhatnagar; Joseph Bloom (CoRR, 2024)

Chain of Thought Monitorability: A New and Fragile Opportunity for AI Safety. - Tomek Korbak; Mikita Balesni; Elizabeth Barnes; Yoshua Bengio; Joe Benton; Joseph Bloom; Mark Chen 003; Alan Cooney; Allan Dafoe; Anca D. Dragan; Scott Emmons; Owain Evans; et al. (CoRR, 2025)