Investigating Self-Fulfilling Misalignment and Collusion in AI Control
Fine-tuning GPT-4.1 on AI control literature raised blackmail rates in the Agentic Misalignment scenario, while monitor collusion was absent except for a brittle, eval-aware Grok 4 result.