OpenAI Publishes Post-Mortem on GPT-5.1's 'Goblin' Problem

OpenAI released a detailed blog post tracing the origins of unsolicited goblin references in GPT-5.1 outputs — a rare transparency exercise that reveals how subtle training data biases produce bizarre emergent behaviors.