Unintended consequences


"It is the timid response to this metalevel issue that we draw attention to in this article. 

"We start by demolishing the common category mistake that LLMs are just the same as pocket calculators, i.e., LLMs are simply a logical progression in the development of tools to improve efficiency, enhance human competence, or free time for other more socially productive pursuits. 

"We conclude that LLMs represent, in fact, a difference in kind, not degree. 

"Based on this perspective, we go back to first principles and apply a general model for making trust decisions, through which we argue that the input signals for a trust decision with respect to LLM usage are being distorted: what people think they are trusting —in fact, overtrusting —is really a thin veneer for what they are actually, and perhaps mistakenly, trusting. 

"These unintended consequences have deep effects on human trust relationships, which are still largely unexplored."



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