Video: Humanoid robot fires at YouTuber after prompt twist, sparking AI safety fears
(interestingengineering.com)
The robot has specific commands. The LLM prompt contains such commands, where the model is instructed to use by outputting them via text. The output text is then interpreted by the robot.