OpenAI’s Hidden War on ‘Goblins’: The Quirky Reality of AI Agent Behavior

The emergence of 'goblin' hallucinations in OpenAI’s models highlights the unpredictable linguistic quirks that arise when AI is given autonomous agency through tools like OpenClaw. This internal prohibition reveals the complex and often humorous challenges engineers face in fine-tuning system prompts to maintain professional AI behavior.