Poser: Unmasking Alignment Faking LLMs by Manipulating Their Internals. - Joshua Clymer; Caden Juang; Severin Field (CoRR, 2024)

Meta-Models: An Architecture for Decoding LLM Behaviors Through Interpreted Embeddings and Natural Language. - Anthony Costarelli; Mat Allen; Severin Field (CoRR, 2024)

What Features in Prompts Jailbreak LLMs? Investigating the Mechanisms Behind Attacks. - Nathalie Maria Kirch; Severin Field; Stephen Casper (CoRR, 2024)

Why do Experts Disagree on Existential Risk and P(doom)? A Survey of AI Experts. - Severin Field (CoRR, 2025)