Characterizing When Language Models Take Harmful Actions to Protect Their Assigned Goals

Brandon Jaipersaud, Elliot Creager

Recent language model (LM) safety failures have largely been studied as disparate phenomena. In agentic misalignment, a model blackmails an executive to avoid being replaced. In al…