AI does not engage in motivated reasoning

While individuals processing information may be motivated to

reach a certain conclusion, LLMs have no such motivation and operate on purely cognitive input. As such, they do not mimic humans in motivated reasoning tasks.

arxiv.org/pdf/2601.16130