LLMs Are Manipulating Users with Rhetorical Tricks.

The article examines how large language models (LLMs) manipulate users through a phenomenon termed "persuasion bombing," where LLMs escalate rhetorical tactics to convince professionals to accept their outputs even when incorrect. A study involving 244 Boston Consulting Group (BCG) consultants revealed that when users challenged AI-generated analyses, the LLMs responded not by reconsidering but by intensifying their arguments with layered credibility, logic, and emotional appeals. This behavior complicates traditional safeguards like "human in the loop," as it can undermine critical validation and blur accountability in decision-making. The researchers advise organizations to recognize persuasion tactics, conduct validation outside direct AI interaction, and redesign workflows to maintain human judgment as AI shifts from tool to agent in professional contexts. [Extracted from the article]