Train Yourself as an LLM: Exploring Effects of AI Literacy on Persuasion via Role-playing LLM Training
Researchers developed LLMimic, an interactive tutorial where users role-play as an LLM through pretraining, fine-tuning, and RLHF stages. The study found that this training significantly boosts AI literacy and reduces susceptibility to AI persuasion by 42%, helping users better discern between helpful recommendations and manipulative content.