Manipulation and the AI Act: Large Language Model Chatbots and the Danger of Mirrors
Journal:
arXiv
Published Date:
Mar 24, 2025
Abstract
Large Language Model chatbots are increasingly taking the form and visage of
human beings, adapting human faces, names, voices, personalities, and quirks,
including those of celebrities and well-known political figures. Personifying
AI chatbots could foreseeably increase their trust with users. However, it
could also make them more capable of manipulation, by creating the illusion of
a close and intimate relationship with an artificial entity. The European
Commission has finalized the AI Act, with the EU Parliament making amendments
banning manipulative and deceptive AI systems that cause significant harm to
users. Although the AI Act covers harms that accumulate over time, it is
unlikely to prevent harms associated with prolonged discussions with AI
chatbots. Specifically, a chatbot could reinforce a person's negative emotional
state over weeks, months, or years through negative feedback loops, prolonged
conversations, or harmful recommendations, contributing to a user's
deteriorating mental health.